Split (1)

train · 500 rows

patient_id int64	age_years float64	age_group string	sex string	race_ethnicity string	insurance_type string	geographic_region string	nursing_home_resident_flag int64	prior_hospitalization_90d_flag int64	pneumonia_type string	etiology_category string	causative_organism string	mrsa_flag int64	drug_resistant_flag int64	icd10_primary_code string	snomed_code int64	chest_xray_finding string	procalcitonin_ng_ml float64	crp_mg_l float64	wbc_x10_9_l float64	blood_culture_result string	urine_antigen_test string	time_to_antibiotics_hrs float64	temperature_celsius float64	heart_rate_bpm int64	respiratory_rate_per_min int64	sbp_mmhg int64	dbp_mmhg int64	map_mmhg float64	spo2_pct int64	gcs_total int64	height_cm float64	weight_kg float64	bmi_kg_m2 float64	fever_flag int64	hypotension_flag int64	hypoxemia_flag int64	tachypnea_flag int64	hemoglobin_g_dl float64	platelet_x10_9 int64	neutrophil_pct float64	lymphocyte_pct float64	neutrophil_lymphocyte_ratio float64	sodium_meq_l float64	bun_mg_dl float64	urea_mmol_l float64	creatinine_mg_dl float64	glucose_mg_dl int64	albumin_g_dl float64	lactate_mmol_l float64	d_dimer_ng_ml int64	ferritin_ng_ml int64	il6_pg_ml float64	troponin_i_ng_ml float64	aki_flag int64	thrombocytopenia_flag int64	hyponatremia_flag int64	hyperglycemia_flag int64	abg_ph float64	abg_pao2_mmhg int64	abg_paco2_mmhg float64	abg_hco3_meq_l float64	abg_sao2_pct float64	abg_lactate_mmol_l float64	fio2_decimal float64	respiratory_acidosis_flag int64	metabolic_acidosis_flag int64	curb65_score int64	curb65_confusion_flag int64	curb65_urea_flag int64	curb65_rr_flag int64	curb65_sbp_flag int64	curb65_age_flag int64	psi_score int64	psi_risk_class string	smart_cop_score int64	sofa_score int64	sofa_respiratory int64	sofa_coagulation int64	sofa_liver int64	sofa_cardiovascular int64	sofa_renal int64	sofa_cns int64	apache_ii_score int64	news2_score int64	pf_ratio int64	ards_berlin_category string	sepsis_flag int64	septic_shock_flag int64	ats_major_criteria_flag int64	severity_final string	oxygen_delivery_device string	intubation_flag int64	intubation_timing_hours float64	ventilator_days float64	tidal_volume_ml_kg_ibw float64	peep_cmh2o float64	driving_pressure_cmh2o float64	plateau_pressure_cmh2o float64	prone_positioning_flag int64	ecmo_flag int64	niv_flag int64	hfnc_flag int64	sbt_flag int64	extubation_success_flag int64	reintubation_flag int64	empiric_regimen string	antibiotic_1_name string	antibiotic_1_dose_mg int64	antibiotic_1_frequency string	antibiotic_1_route string	antibiotic_1_duration_days int64	antibiotic_2_flag int64	antibiotic_2_name string	antibiotic_escalation_flag int64	antibiotic_de_escalation_flag int64	antibiotic_oral_switch_flag int64	corticosteroid_flag int64	corticosteroid_indication string	dexamethasone_dose_mg float64	antiviral_flag int64	antifungal_flag int64	vasopressor_flag int64	c_diff_flag int64	procalcitonin_serial_flag int64	procalcitonin_nadir_ng_ml float64	copd_flag int64	heart_failure_flag int64	diabetes_flag int64	ckd_flag int64	cad_flag int64	immunosuppression_flag int64	hiv_flag int64	malignancy_flag int64	smoking_status string	alcohol_use_flag int64	clinical_frailty_score int64	influenza_vaccine string	pneumococcal_vaccine string	aspiration_risk_flag int64	icu_admission_flag int64	icu_los_days float64	hospital_los_days float64	inpatient_mortality_flag int64	time_to_death_days float64	mortality_30d_flag int64	mortality_90d_flag int64	pleural_effusion_flag int64	empyema_flag int64	aki_hospital_flag int64	new_onset_afib_flag int64	secondary_bacteremia_flag int64	discharge_disposition string	readmission_30d_flag int64	readmission_90d_flag int64	time_to_clinical_stability_days float64	total_hospital_cost_usd int64
201	77.8	Elderly	Male	Hispanic	Medicaid	Suburban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	5.03	187	9.3	Negative	Negative	2.3	38.6	94	24	96	57	70	93	14	169.2	116.3	40.6	1	0	0	1	11.9	214	95	16.4	5.8	139.5	29.3	10.5	1.1	158	3.9	1.8	2,369	1,503	1.3	0.228	0	0	0	0	7.31	141	37.1	27.2	96.8	3.4	0.49	0	0	3	1	1	0	0	1	98	IV	3	3	0	1	0	1	0	1	11	6	286	Mild	1	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	9	0	null	0	0	1	0	null	0	0	0	0	0	1	1.943	0	1	0	0	1	0	0	0	Never	0	6	Prior_Year	PCV13_only	0	0	0	8.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	9	36,963
202	53	Adult	Female	White	Medicare	Suburban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.126	72.1	14.1	Negative	Negative	0.8	38.4	110	20	90	62	71.3	92	14	170.5	74.6	25.7	1	0	0	0	12.1	96	57.1	13.6	4.2	139.9	20.7	7.4	0.97	206	4	3.7	799	872	1	0.026	0	1	0	1	7.44	145	37	26	95	3.3	0.57	0	0	2	1	1	0	0	0	69	II	3	3	2	0	0	0	0	1	10	2	254	Mild	1	1	1	Critical	IMV	1	0.4	4.5	7	6.1	12.6	22.5	0	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	14	1	Azithromycin	0	0	1	0	null	0	1	0	0	0	0	0.041	0	1	0	1	0	1	0	0	Former	0	2	Prior_Year	Neither	0	0	0	1.9	0	null	0	0	1	1	0	0	0	LTAC_or_SNF	0	0	9	12,857
203	74.5	Elderly	Female	White	Private	Suburban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	2.347	139.7	9.8	Negative	Negative	0.2	39.4	111	24	156	63	94	94	10	152.1	63.1	27.3	1	0	0	1	16.7	209	88.1	20.5	4.3	141.5	5	1.8	1.66	208	3.1	0.8	364	309	53.1	0.047	1	0	0	1	7.42	40	35.1	22.5	96.9	1.8	0.48	0	0	2	1	0	0	0	1	103	IV	3	8	3	1	0	1	1	2	20	6	50	Severe	0	0	0	Moderate	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	13	1	Azithromycin	1	0	1	1	CAP_Severe	6.4	0	0	0	0	1	0.905	0	1	1	1	0	0	0	0	Former	0	4	Prior_Year	Both	0	0	0	5.9	0	null	0	0	0	0	0	0	0	Home_with_Services	1	0	1.5	17,822
204	2.7	Pediatric	Male	Asian	Medicare	Urban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.269	96.7	18.8	Negative	Negative	1.5	39.8	99	24	92	80	84	94	10	166.9	90.3	32.4	1	0	0	1	10.6	235	95	8.2	11.7	129.6	48.9	17.5	1.8	171	3.1	4.8	877	3,104	13.7	0.121	1	0	1	0	7.38	40	28.4	20.9	93.2	2.6	0.41	0	0	2	1	1	0	0	0	21	I	1	7	3	0	0	1	1	2	15	6	50	Severe	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	7	1	Azithromycin	0	0	0	0	null	0	0	0	1	0	1	0.062	0	0	0	0	0	0	0	0	Current	0	1	Prior_Year	PCV13_only	0	0	0	5	0	null	0	0	0	0	1	0	0	Home_with_Services	0	1	1.9	16,207
205	2.6	Pediatric	Male	White	Medicaid	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	4.443	212.4	17.2	Negative	Negative	1.3	39	121	29	89	82	84.3	95	15	183.5	96.3	28.6	1	1	0	1	15.1	310	71.4	11.3	6.3	140.3	22	7.9	1.27	264	3.2	0.9	995	281	77.7	0.433	0	0	0	1	7.45	40	30	22.5	89.1	0.6	0.36	0	0	2	0	1	0	1	0	14	I	3	10	3	0	1	2	4	0	23	3	80	Severe	0	0	0	Critical	IMV	1	22.1	7.5	8.2	6.2	17.9	15.4	1	0	0	0	1	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	7	0	null	0	0	1	0	null	0	0	0	0	0	1	0.692	0	0	0	0	0	0	0	0	Never	0	2	Prior_Year	PCV13_only	0	0	0	1.4	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	10.1	14,859
206	60.3	Adult	Male	Black	Medicaid	Suburban	0	0	HAP	Bacterial	K_pneumoniae_MDR	0	1	J18.9	64,667,001	Patchy_Infiltrate	2.638	224.7	11.9	Negative	Pneumococcal_pos	12.4	40.1	115	39	108	75	86	90	11	180	82.4	25.5	1	0	1	1	14	129	95	17.2	5.5	135	26.4	9.4	2.62	158	3	7.2	148	1,215	26.6	0.327	1	0	0	0	7.34	94	30.7	21.1	86.7	3	0.62	0	1	3	1	1	1	0	0	110	IV	4	6	2	0	0	1	1	2	15	5	152	Moderate	0	0	0	Severe	IMV	1	8	7.9	6.7	10	12.1	24.2	0	0	0	0	1	1	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	10	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	6.1	0	0	0	0	0	1.038	0	0	1	0	0	0	0	0	Never	0	1	Prior_Year	Both	0	0	0	7.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	4	5,000
207	8.5	Pediatric	Female	White	Medicare	Urban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	28.826	163.8	15.7	Negative	Negative	6.8	38.5	107	25	80	75	76.7	94	12	166.6	102.1	36.8	1	1	0	1	12.7	156	78.8	20.4	3.9	134	44.3	15.8	1.89	200	2.9	1.1	3,473	60	38.5	0.121	1	0	1	1	7.4	103	32	32.5	98.2	5.4	0.32	0	0	3	1	1	0	1	0	38	I	4	8	2	0	1	2	1	2	22	5	319	null	1	0	0	Severe	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	0	null	0	0	1	0	null	0	0	0	0	0	0	2.261	0	0	0	0	0	0	0	0	Former	0	2	Never	PPSV23_only	0	0	0	4.5	1	8.2	1	1	0	0	1	0	0	Died	0	0	4.1	7,260
208	74.2	Elderly	Male	White	Private	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	3.037	246.4	10.4	Negative	Negative	3.4	39.7	99	23	95	76	82.3	95	13	185.2	75.6	22	1	0	0	1	8	185	83.1	10.8	7.7	135.8	37.8	13.5	1.8	136	3	3.8	710	57	14.3	0.692	1	0	0	0	7.37	40	42.6	17	98	3.3	0.42	0	0	3	1	1	0	0	1	105	IV	3	5	3	0	0	0	1	1	17	6	50	Severe	0	0	0	Severe	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	16	1	Azithromycin	0	0	0	0	null	0	0	0	1	0	1	1.137	1	0	0	0	0	0	1	0	Former	0	6	Prior_Year	Neither	0	0	0	7.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	5.2	5,000
209	2.7	Pediatric	Male	Black	Medicaid	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	4.205	174.5	5.9	Negative	Negative	2.5	39.7	130	23	132	75	94	100	11	154.1	82.8	34.8	1	0	0	1	12.1	226	72.2	17.6	4.1	141.3	27.6	9.9	1.79	185	3.1	1.4	149	1,836	14.6	0.011	1	0	0	1	7.38	98	38.2	19.4	97.2	0.5	0.48	0	0	2	1	1	0	0	0	20	I	1	4	0	0	0	2	0	2	10	5	202	Mild	1	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	11.3	0	0	0	0	0	0.351	0	0	0	0	0	1	0	0	Former	0	1	Current	PCV13_only	1	0	0	9.7	0	null	0	0	0	0	0	0	1	Home_with_Services	1	1	3.3	29,673
210	88	Elderly	Female	White	Medicare	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.108	16.3	11	Negative	Negative	5.9	39.4	87	19	122	77	92	96	14	157.3	88.2	35.7	1	0	0	0	11	211	89.5	11.4	7.8	140	34	12.2	1.39	140	3.1	3	100	746	16.6	0.025	0	0	0	0	7.42	95	33.3	18.8	97.5	4.4	0.58	0	0	3	1	1	0	0	1	97	IV	3	5	1	1	0	1	1	1	22	7	164	Moderate	1	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	1	Azithromycin	0	1	0	0	null	0	1	0	0	0	0	0.036	0	0	0	0	0	0	0	0	Never	0	4	Never	Neither	0	0	0	1.7	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	1	0	10.8	30,028
211	80.1	Elderly	Male	Black	Medicare	Urban	0	1	VAP	Bacterial	A_baumannii_XDR	0	0	J18.9	429,271,009	Lobar_Consolidation	3.548	193.9	14.9	Negative	Pneumococcal_pos	5	39.3	101	30	100	74	82.7	89	11	188.5	86.3	24.3	1	0	1	1	11.5	228	89.7	12.6	7.1	135.4	16.7	6	1.97	180	2.9	2.8	1,866	373	16.7	0.01	1	0	0	0	7.51	40	41.2	23	92.8	3.5	0.36	0	0	3	1	0	1	0	1	124	IV	6	9	4	1	1	0	1	2	23	7	54	Severe	1	1	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	4	0	null	0	0	1	0	null	0	0	0	0	0	0	1.146	0	0	1	0	1	0	0	0	Never	0	4	Never	Both	1	1	2.3	5.6	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	4.7	66,069
212	61.2	Adult	Female	White	Private	Urban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Multilobar	0.444	100.6	16.7	Negative	Pneumococcal_pos	1.9	39.5	79	25	113	54	73.7	88	14	174.4	115.5	38	1	0	1	1	9.8	123	95	16.7	5.7	132.4	24.5	8.7	2.29	247	2.2	0.5	488	5,935	2.5	0.541	1	0	1	1	7.44	143	38.9	23.8	94.7	3.3	0.46	0	0	2	1	1	0	0	0	95	IV	4	4	0	2	0	1	0	1	22	7	310	null	1	1	1	Critical	IMV	1	8.3	12.6	7.4	7.8	10.3	23.6	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	9	0	null	0	1	1	0	null	0	0	0	1	0	1	0.125	0	1	0	0	0	0	0	0	Never	0	2	Current	Both	0	0	0	1	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	1	0	7	23,210
213	76.3	Elderly	Male	Other	Medicare	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	9.733	196.3	15.1	Negative	Pneumococcal_pos	6.3	38.1	116	21	104	61	75.3	90	12	164.8	88.1	32.4	0	0	1	0	13.3	226	94.5	18.7	5.1	132.4	42.2	15.1	1.2	191	3.3	0.5	746	6,293	59.5	0.125	0	0	1	1	7.42	82	27.7	20.4	93	3	0.46	0	0	3	1	1	0	0	1	106	IV	5	7	1	1	0	2	1	2	22	6	178	Moderate	0	0	0	Severe	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	4	1	Azithromycin	1	0	1	1	COVID_O2_Requiring	6.9	0	0	0	0	0	3.152	0	0	0	1	0	0	0	0	Current	0	1	Never	Both	0	0	0	7.2	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	1	2.7	5,046
214	94	Elderly	Female	Black	Medicare	Urban	0	1	VAP	Bacterial	A_baumannii_XDR	0	0	J18.9	429,271,009	Interstitial	10.78	72	21.6	Negative	Pneumococcal_pos	3.6	39.9	108	36	94	50	64.7	84	7	167.4	73.3	26.2	1	0	1	1	12.5	103	84.4	11.8	7.1	137	32	11.4	2.08	199	2.4	8.2	1,266	1,584	1,354	1.312	1	0	0	1	7.37	115	15	23.6	93.1	5.1	0.72	0	0	4	1	1	1	0	1	125	IV	6	7	2	0	0	1	1	3	21	6	161	Moderate	0	0	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	10	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.871	0	0	1	0	1	0	0	0	Never	0	3	Never	Neither	0	1	9.1	9.4	0	null	0	0	0	0	0	1	0	LTAC_or_SNF	0	0	3.1	36,518
215	94.4	Elderly	Female	Asian	Private	Urban	0	1	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Lobar_Consolidation	6.343	108.1	10.5	Negative	Negative	11.4	39.5	101	27	91	81	84.3	91	11	159.1	91.6	36.2	1	0	1	1	13.6	171	95	14.8	6.4	130.5	20.1	7.2	2.49	133	2.1	3.2	193	57	483.3	0.189	1	0	1	0	7.22	162	26.2	23.1	88.3	0.5	0.58	0	0	3	1	1	0	0	1	112	IV	6	6	2	0	0	0	2	2	17	4	277	Mild	1	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	3	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	1.146	0	0	0	0	0	0	0	0	Never	1	4	Current	Both	0	0	0	1.3	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	0	0	1.8	8,356
216	46.6	Adult	Female	White	Medicare	Rural	0	0	HAP	Bacterial	P_aeruginosa	0	0	J15.1	64,667,001	Multilobar	5.655	38.7	12.7	Negative	Negative	2.9	37.8	95	19	100	90	93.3	88	14	171	102.2	34.9	0	0	1	0	10.9	314	94	8.4	11.2	135.9	28.8	10.3	1.48	163	3	0.5	848	333	9.7	0.527	0	0	0	0	7.4	50	39	26.2	93.2	4.1	0.49	0	0	2	1	1	0	0	0	20	I	3	7	3	1	1	1	0	1	23	7	102	Moderate	0	0	0	Moderate	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	12	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	0.949	0	0	0	0	0	1	0	0	Never	0	1	Current	Both	0	0	0	2.3	0	null	0	0	0	0	1	0	0	Home_with_Services	0	1	6.4	6,084
217	1.1	Pediatric	Male	White	Private	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.479	50.1	21.6	Negative	Negative	6	39	98	22	106	47	66.7	97	15	170.2	97	33.5	1	0	0	1	10.2	115	84	19.6	4.3	148.3	23.2	8.3	0.65	104	3.2	2	225	79	3.2	0.082	0	0	0	0	7.47	66	42.7	28.4	88.2	0.5	0.55	0	0	1	0	1	0	0	0	0	I	0	6	3	1	1	1	0	0	19	4	119	Moderate	0	0	0	Mild	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	7	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.189	0	0	0	0	0	0	0	0	Current	0	1	Current	Both	0	0	0	3.4	0	null	0	0	0	0	1	0	0	Home	0	0	3.5	23,222
218	1.3	Pediatric	Male	White	Medicaid	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	1.301	15.2	4.5	Negative	Negative	11	37.7	79	24	100	90	93.3	86	13	168.2	95.8	33.9	0	0	1	1	12.6	182	69.8	19.1	3.7	138.7	33.4	11.9	2.01	187	3.9	3.1	374	392	7.1	0.211	1	0	0	1	7.4	164	26.2	14.3	87.6	3.6	0.6	0	0	2	1	1	0	0	0	23	I	3	5	2	0	1	0	1	1	21	5	273	Mild	1	1	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	3	1	Azithromycin	0	0	1	0	null	0	0	0	0	1	1	0.28	0	0	0	0	0	0	0	0	Former	1	2	Prior_Year	PCV13_only	0	1	3.8	8.5	0	null	0	0	1	0	1	0	0	LTAC_or_SNF	0	0	6.4	43,309
219	49.1	Adult	Female	Hispanic	Private	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	6.623	171.8	12.5	Negative	Negative	8.5	38.6	65	30	128	70	89.3	83	14	155.2	47	19.5	1	0	1	1	15.1	102	65.5	18.7	3.5	139.2	12.1	4.3	1.8	192	2.9	1.5	8,495	101	19.1	0.226	1	0	0	1	7.38	44	39.2	25	99.1	2.7	0.76	0	0	2	1	0	1	0	0	37	I	4	5	3	0	0	0	1	1	24	5	58	Severe	0	0	0	Moderate	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	1	0.446	0	1	0	0	0	0	0	1	Current	0	2	Never	PCV13_only	0	0	0	1	0	null	0	0	1	0	0	0	0	Home_with_Services	1	1	6	5,447
220	45.2	Adult	Male	White	Medicare	Rural	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.878	51.9	8.8	Negative	Negative	5.5	38.9	109	27	127	83	97.7	91	13	170.9	25.2	8.6	1	0	1	1	12.1	212	65.3	11.4	5.7	132.6	5	1.8	0.93	144	3.6	1	1,086	57	14.9	0.192	0	0	1	0	7.34	105	39.9	17.7	95.8	3.3	0.45	0	1	1	1	0	0	0	0	13	I	4	3	0	0	1	1	0	1	10	3	234	Mild	1	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	8	0	null	0	0	0	1	COVID_O2_Requiring	7	0	0	0	0	1	0.124	0	0	0	0	0	0	0	0	Current	0	1	Current	PCV13_only	0	0	0	4.3	0	null	0	0	1	1	1	0	0	Home	0	0	1.7	27,981
221	57.7	Adult	Male	White	Medicaid	Suburban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Multilobar	0.083	41	13.6	Negative	Negative	4.8	38.3	66	24	93	76	81.7	87	13	162.2	108.1	41.1	1	0	1	1	12.6	268	71.2	20.3	3.5	131.5	38.9	13.9	2.76	222	3.9	2.4	1,397	13	5	1.164	1	0	1	1	7.36	85	43.8	23.4	91.4	2.7	0.44	0	0	2	1	1	0	0	0	85	III	3	5	1	1	0	2	0	1	20	5	192	Moderate	0	0	0	Moderate	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	1	Azithromycin	0	0	0	0	null	0	1	0	0	0	1	0.029	0	0	0	0	0	0	0	0	Never	0	1	Never	Neither	0	0	0	2.2	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	3.2	12,120
222	71.3	Elderly	Male	White	Medicare	Rural	0	0	HAP	Bacterial	S_aureus_MSSA	0	0	J15.21	64,667,001	Multilobar	6.454	208.3	12.8	Negative	Negative	3.2	39.2	122	23	86	86	86	84	11	157.2	89.7	36.3	1	1	1	1	11	200	95	6.1	15.5	139.2	17	6.1	1.19	221	2.8	4.6	14,202	572	3.2	0.026	0	0	0	1	7.32	40	40.5	21.7	91.5	4.4	0.41	0	1	3	1	0	0	1	1	102	IV	7	11	4	1	1	3	0	2	30	5	50	Severe	0	0	1	Critical	IMV	1	10.9	7.7	8.1	8.8	14.5	15.5	1	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	12	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	0	2.337	0	0	1	1	0	0	0	0	Current	0	4	Never	PCV13_only	0	1	9.4	10	1	3.6	1	1	0	0	1	0	0	Died	0	0	1.5	50,242
223	63.5	Adult	Female	White	Medicaid	Urban	0	0	CAP	Bacterial	S_aureus_MSSA	1	0	J15.21	233,604,007	Lobar_Consolidation	12.516	126.4	17.7	Negative	Negative	3.1	39.1	133	25	107	72	83.7	88	14	181.9	79.5	24	1	0	1	1	10.7	184	85.6	12.1	7.1	135.2	21.1	7.5	1.8	163	3.1	2.7	760	13	25.8	0.148	1	0	0	0	7.44	40	43.4	22.2	86.5	2.6	0.44	0	0	2	1	1	0	0	0	77	III	4	6	4	0	0	1	0	1	21	6	50	Severe	1	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	9	1	Azithromycin	1	0	1	1	CAP_Severe	6	0	0	1	0	1	4.688	0	0	0	0	0	0	0	0	Never	0	2	Prior_Year	Both	0	0	0	8.1	0	null	0	0	0	0	0	1	0	Home_with_Services	0	0	1.7	9,160
224	55.2	Adult	Female	White	Medicare	Urban	1	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Multilobar	1.579	136.1	14.6	Contaminated	Negative	0.7	37.8	93	22	157	57	90.3	90	15	191.9	95.3	25.9	0	0	1	1	13.7	308	72.3	15.8	4.6	142.4	5	1.8	0.4	166	4.3	3.6	317	165	1	0.117	0	0	0	0	7.5	133	40.5	18.9	93.6	1.9	0.46	0	0	0	0	0	0	0	0	46	I	2	1	0	1	0	0	0	0	8	1	288	Mild	0	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	10	1	Azithromycin	0	0	0	1	ARDS	8.5	0	0	0	0	0	0.159	0	0	0	0	0	0	0	0	Former	0	1	Prior_Year	PPSV23_only	0	0	0	3.7	0	null	0	0	1	0	0	0	0	Home	0	1	1.4	15,235
225	54.9	Adult	Female	White	Medicaid	Suburban	0	0	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Lobar_Consolidation	3.278	180	8.7	Negative	Negative	2.7	39.7	131	29	88	67	74	89	11	189.4	122.4	34.1	1	1	1	1	11.2	207	80.2	6	13.4	136.4	43.3	15.5	2.24	139	3.2	4.7	262	1,347	29.9	0.211	1	0	0	0	7.48	152	37.2	25.9	84.9	3.6	0.65	0	0	3	1	1	0	1	0	100	IV	6	9	1	1	1	3	1	2	22	5	233	Mild	1	1	1	Critical	IMV_ECMO	1	5.9	10.1	7.2	7.1	17.2	25.6	0	1	0	0	1	1	1	CAP_ICU	Ceftriaxone	2,000	q24h	IV	7	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	11.8	0	0	0	0	0	0.953	1	1	1	0	0	0	0	0	Never	0	2	Prior_Year	Both	0	1	6.7	8.9	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	1.9	63,952
226	54.3	Adult	Female	White	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	13.977	135.7	10.6	Contaminated	Pneumococcal_pos	2.3	38	98	23	113	79	90.3	90	12	175.2	111.1	36.2	0	0	1	1	13	268	76.4	15.1	5.1	151.6	27.1	9.7	0.97	135	3.6	1.3	179	99	2.7	0.064	0	0	0	0	7.36	72	35	18.3	93.4	4.5	0.48	0	0	2	1	1	0	0	0	75	III	3	6	2	0	0	2	0	2	16	2	149	Moderate	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	9	1	Azithromycin	0	0	0	1	CAP_Severe	6	0	0	0	0	0	2.667	0	0	0	0	0	0	0	0	Former	0	2	Current	Both	0	0	0	1	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	2.2	5,781
227	5.7	Pediatric	Male	Black	Medicare	Suburban	0	1	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	26.698	140.9	14.7	Contaminated	Negative	2.2	41.1	134	24	111	67	81.7	88	14	165.1	101.2	37.1	1	0	1	1	12.7	242	88.8	15.9	5.6	134.4	32.4	11.6	2.27	114	3	0.5	100	81	79.7	0.086	1	0	1	0	7.34	74	40.2	25.3	94.6	3.5	0.43	0	0	2	1	1	0	0	0	37	I	3	3	2	0	0	0	0	1	11	4	175	Moderate	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	4	1	Azithromycin	0	0	0	1	ARDS	7.7	0	0	1	0	1	8.207	0	0	0	0	0	0	0	0	Former	0	3	Current	Neither	0	0	0	1.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	1	14	32,714
228	95	Elderly	Male	White	Private	Rural	0	1	HAP	Bacterial	P_aeruginosa	0	0	J15.1	64,667,001	Lobar_Consolidation	1.777	249	18.6	Negative	Negative	0.1	39	98	30	106	77	86.7	90	11	167.2	60.5	21.6	1	0	1	1	12.2	20	72.3	3.2	22.8	137.6	33.3	11.9	1.96	140	3.5	2.4	1,371	395	138	1.117	1	1	0	0	7.33	51	26.9	16.3	93.2	0.8	0.45	0	1	4	1	1	1	0	1	129	IV	6	6	3	0	0	0	1	2	15	9	115	Moderate	0	0	0	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	9	0	null	1	0	1	1	COVID_O2_Requiring	6.7	0	0	0	0	0	0.602	1	0	0	0	1	1	0	0	Never	0	4	Current	Both	0	1	7.9	10.1	1	11.1	1	1	0	0	1	1	0	Died	0	0	2.9	25,925
229	69.5	Elderly	Male	White	Medicare	Urban	0	0	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Lobar_Consolidation	2.509	251.8	26.3	Negative	Negative	1.5	37.8	59	20	104	70	81.3	95	13	172.5	63.4	21.3	0	0	0	0	13	195	83.4	13.3	6.3	133.6	5	1.8	2.27	148	3.2	2.9	100	101	84.2	0.121	1	0	1	0	7.33	40	35.3	22.7	99.5	1.3	0.69	0	0	2	1	0	0	0	1	79	III	1	8	4	1	2	0	0	1	22	4	50	Severe	1	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	0	0.355	0	0	0	0	0	0	0	0	Never	0	3	Current	Neither	0	0	0	1.1	0	null	0	0	0	0	1	1	0	Home_with_Services	1	0	6.7	16,299
230	4	Pediatric	Female	Hispanic	Medicare	Rural	1	0	CAP	Viral	Influenza_A	1	0	J09.X1	233,604,007	Lobar_Consolidation	6.93	6.5	17.6	Negative	Negative	4.1	37.9	100	35	134	64	87.3	97	15	163.4	27.5	10.3	0	0	0	1	10.2	126	82.8	5.3	15.6	141.4	13.7	4.9	1.34	85	2.4	2.2	1,125	450	9.5	2.381	0	0	0	0	7.33	62	39.5	30.1	94.5	3	0.35	0	0	1	0	0	1	0	0	16	I	1	9	2	1	1	2	3	0	21	1	177	Moderate	1	1	1	Critical	IMV	1	1.1	4.1	7.3	10.5	12.3	16.8	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	12	0	Vancomycin	0	0	1	0	null	0	1	0	0	0	1	1.56	0	0	0	0	0	0	0	0	Never	0	1	Prior_Year	PPSV23_only	0	0	0	1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	5.4	5,000
231	6.1	Pediatric	Male	Black	Medicaid	Suburban	0	1	CAP	Atypical	C_pneumoniae	0	0	J18.9	233,604,007	Lobar_Consolidation	0.339	49.8	9.3	Negative	Negative	1.8	40	134	28	119	57	77.7	91	14	182.5	93.9	28.2	1	0	1	1	10	139	71.8	27.4	2.6	138.8	21.6	7.7	0.9	177	3	3.3	407	79	3.6	0.271	0	0	0	0	7.36	87	44.2	32	82.7	4.2	0.65	0	0	2	1	1	0	0	0	29	I	4	7	3	1	1	0	1	1	23	5	134	Moderate	1	1	1	Critical	IMV	1	7.5	7.6	7.7	8.8	16.8	27.3	1	0	0	0	1	1	1	CAP_ICU	Ceftriaxone	2,000	q24h	IV	8	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	10.8	0	0	0	0	1	0.056	0	0	0	0	0	0	0	0	Never	1	2	Never	Neither	0	0	0	2	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	4.7	12,924
232	62.2	Adult	Female	White	Medicaid	Urban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	39.966	147.5	14.1	Positive	Negative	2.7	38.6	113	18	126	65	85.3	91	15	145.6	104.4	49.2	1	0	1	0	11.7	298	95	16.2	5.9	133	18.6	6.7	1.88	196	2.6	3.7	525	331	6.3	0.107	1	0	1	1	7.44	40	32.7	16	100	1.3	0.54	0	0	0	0	0	0	0	0	64	II	2	3	2	0	0	1	0	0	14	1	64	Severe	0	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	10	0	null	0	0	0	0	null	0	0	0	0	0	0	8.376	0	1	1	0	0	0	0	0	Former	0	2	Current	PCV13_only	0	0	0	3.5	0	null	0	0	0	0	0	0	0	Home	0	0	7.3	23,455
233	54.3	Adult	Female	Hispanic	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	5.744	221.9	15.8	Negative	Negative	1	37.8	97	26	119	71	87	89	11	164.7	106.2	39.1	0	0	1	1	11.5	163	78.1	15	5.2	135.2	26.2	9.3	1.82	159	3.2	3.5	494	256	42.6	0.339	1	0	0	0	7.33	133	40.8	19.3	88.1	6.1	0.43	0	1	2	1	1	0	0	0	61	II	4	6	1	0	1	2	0	2	20	7	308	null	0	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	9	0	null	0	0	1	1	Refractory_Shock	11.8	0	0	0	0	1	0.871	0	0	0	0	0	0	0	0	Former	0	2	Prior_Year	PPSV23_only	0	0	0	5.8	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	4.4	5,000
234	25.2	Adult	Male	Other	Medicaid	Urban	0	0	VAP	Bacterial	Enterobacter_spp	0	0	J18.9	429,271,009	Patchy_Infiltrate	6.022	260	14.2	Negative	Negative	1.1	40.4	123	35	113	40	64.3	88	11	176.8	94.9	30.3	1	0	1	1	9.5	290	74.2	11.7	6.3	140	42.2	15.1	2.01	71	2.3	3.9	6,010	762	9.2	0.435	1	0	0	0	7.39	114	30.7	18.1	87.4	4.5	0.55	0	0	3	1	1	1	0	0	54	II	4	2	0	0	0	0	0	2	10	8	206	Mild	0	0	1	Critical	IMV	1	22.2	5.5	6.7	8.9	11	25.8	0	0	0	0	1	1	0	VAP_Protocol	Meropenem	2,000	q8h	IV	13	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	1	1.017	0	0	0	0	0	0	0	0	Never	1	2	Current	PPSV23_only	0	1	6.8	8.1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	1.8	40,916
235	44.3	Adult	Female	Hispanic	Medicaid	Suburban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	3.106	369.1	16.8	Negative	Negative	0.3	38.6	121	22	139	61	87	92	13	158.7	76.6	30.4	1	0	0	1	12.3	98	88.8	18.7	4.7	142	39.3	14	1.2	144	3.4	3.1	1,865	4,392	164.8	0.733	0	1	0	0	7.47	40	41.6	31.6	92.9	3	0.4	0	0	2	1	1	0	0	0	13	I	3	8	3	1	1	2	0	1	23	3	50	Severe	0	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	3	1	Azithromycin	1	0	0	0	null	0	0	0	1	0	1	0.451	0	0	0	0	1	0	0	0	Never	0	1	Current	Neither	0	0	0	3.1	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	5.1	5,000
236	37.8	Adult	Male	Asian	Medicaid	Urban	0	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	13.889	147.4	3.9	Negative	Pneumococcal_pos	4.1	39.8	107	19	130	44	72.7	94	12	165.4	67.6	24.7	1	0	0	0	13.2	107	82.2	19.3	4.3	130.5	13.6	4.9	1.77	107	3.1	6.4	588	654	22.2	0.05	1	0	1	0	7.38	104	29.5	21.4	91.5	1.1	0.61	0	0	1	1	0	0	0	0	15	I	1	8	2	1	0	2	1	2	21	3	172	Moderate	1	0	0	Mild	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	8	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	0	2.145	0	0	1	0	0	0	0	0	Current	0	1	Current	Both	0	0	0	3.8	0	null	0	0	1	0	1	0	0	Home	1	0	6	15,147
237	31.3	Adult	Female	Black	Medicaid	Urban	0	0	HCAP	Bacterial	S_pneumoniae	0	0	J13	422,400,008	Lobar_Consolidation	22.859	150.9	17.6	Negative	Negative	0.1	39.9	153	20	151	62	91.7	82	15	174.5	61.8	20.3	1	0	1	0	14	244	85	5	17	134.7	28.9	10.3	2.68	134	2.5	0.5	171	896	55.4	0.019	1	0	1	0	7.45	77	39.5	26.5	91.9	4.3	0.4	0	0	1	0	1	0	0	0	9	I	2	5	2	2	1	0	0	0	21	2	192	Moderate	0	0	0	Mild	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	5	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	0	5.767	1	0	0	0	0	0	0	1	Former	0	2	Current	PPSV23_only	0	0	0	1	0	null	0	0	1	0	1	0	0	Home	0	0	1.5	33,794
238	47.1	Adult	Female	White	Private	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	1.294	221.2	12.5	Negative	Negative	0.8	39.3	97	28	130	83	98.7	89	12	184.7	76.4	22.4	1	0	1	1	14.4	165	69.2	22.1	3.1	143.8	38	13.6	2.3	217	2.9	3.4	1,583	169	1.9	0.27	1	0	0	1	7.29	231	34.4	23.3	91.7	2	0.71	0	0	2	1	1	0	0	0	3	I	4	2	0	0	0	0	0	2	10	3	327	null	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	3	0	null	1	0	0	0	null	0	0	0	0	0	0	0.337	1	0	1	0	1	0	0	0	Former	0	2	Never	PCV13_only	0	0	0	11.2	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	4.4	16,718
239	0.9	Pediatric	Female	Hispanic	Private	Urban	0	0	VAP	Fungal	Candida_spp	0	0	J18.9	429,271,009	Patchy_Infiltrate	1.624	46.8	15.7	Negative	Pneumococcal_pos	0.7	41.5	132	20	88	50	62.7	88	11	153.8	58.5	24.7	1	1	1	0	8.2	189	91.3	19	4.8	134.5	25.2	9	2.45	75	3.2	6.6	280	909	18	0.823	1	0	1	0	7.31	46	25.7	15.9	82.9	2.7	0.62	0	1	3	1	1	0	1	0	53	II	5	8	4	0	0	0	2	2	24	6	74	Severe	1	0	1	Critical	IMV	1	8.6	13.1	6.5	8.9	18.3	22.5	1	0	0	0	1	1	0	VAP_Protocol	Meropenem	2,000	q8h	IV	5	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	13.3	0	1	0	0	1	0.605	0	0	0	0	0	0	0	0	Never	0	2	Current	Both	0	1	2.2	4.9	1	12.2	1	1	0	0	0	0	0	Died	0	0	7	71,777
240	3.7	Pediatric	Male	Black	Private	Urban	0	0	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Lobar_Consolidation	0.107	30.1	21.2	Negative	Negative	2.1	37.2	114	15	129	80	96.3	92	12	153	118.6	50.7	0	0	0	0	9.7	197	95	15.8	6	138.2	22.3	8	1.7	117	3.9	0.5	100	214	1	0.167	1	0	0	0	7.41	67	35.6	15.6	100	1.5	0.52	0	0	2	1	1	0	0	0	23	I	3	5	2	1	0	0	0	2	11	6	129	Moderate	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	12	0	null	0	1	0	0	null	0	1	0	0	0	0	0.02	1	0	0	1	1	0	0	0	Former	0	2	Current	Both	0	0	0	4.5	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	3.7	23,252
241	84.4	Elderly	Male	Other	Uninsured	Suburban	0	0	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Lobar_Consolidation	0.198	47.6	8.1	Negative	Pneumococcal_pos	0.9	38.2	90	26	124	105	111.3	87	14	157.6	51.3	20.7	0	0	1	1	11.2	188	67.5	14.6	4.6	141.1	32.4	11.6	0.66	187	2.8	3.8	766	385	88.5	0.317	0	0	0	1	7.4	157	43.8	20.2	95.3	4.4	0.55	0	0	3	1	1	0	0	1	98	IV	6	2	0	0	0	0	1	1	15	6	287	Mild	0	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	0	null	0	0	1	1	ARDS	12.1	1	0	0	0	1	0.055	0	1	0	1	1	0	0	1	Current	0	4	Current	Neither	0	0	0	2.8	0	null	0	0	1	0	1	0	0	SNF_or_Rehab	0	0	12.2	18,387
242	71.2	Elderly	Male	Hispanic	Medicare	Urban	1	0	VAP	Bacterial	Enterobacter_spp	1	1	J18.9	429,271,009	Interstitial	2.479	2	17.7	Negative	Pneumococcal_pos	6.6	39.3	107	28	134	82	99.3	82	10	151.1	75.7	33.1	1	0	1	1	11	145	86.8	2	40	129.8	36.6	13.1	2.37	145	2.3	5.5	3,956	1,744	58.6	0.578	1	0	1	0	7.43	220	26.6	30	88.3	4.5	0.84	0	0	3	1	1	0	0	1	88	III	6	4	0	1	0	1	0	2	13	5	261	Mild	0	0	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	7	0	Vancomycin	0	0	1	0	null	0	0	0	0	0	0	0.962	0	0	1	0	0	0	0	0	Never	0	4	Never	PPSV23_only	0	1	5.7	6.8	0	null	0	0	1	0	0	0	0	LTAC_or_SNF	0	1	2.3	37,167
243	76.7	Elderly	Male	White	Medicare	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Multilobar	0.544	93.7	18.2	Positive	Negative	1.8	40.9	120	20	95	72	79.7	94	15	151.9	37.4	16.2	1	0	0	0	11.4	212	72.1	8.1	8.9	133.4	34.2	12.2	1.82	121	4.2	0.5	246	167	41.2	0.023	1	0	1	0	7.33	69	27.1	23.8	100	0.9	0.41	0	0	2	0	1	0	0	1	96	IV	2	4	2	1	1	0	0	0	11	1	170	Moderate	0	0	0	Moderate	IMV_ECMO	1	5.7	12.2	5.9	10	16.2	15.8	0	1	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	0	0	0	0	null	0	1	0	0	0	0	0.116	0	0	1	0	0	0	0	0	Former	0	3	Current	PPSV23_only	0	0	0	11.3	0	null	0	0	0	0	1	1	0	Home_with_Services	0	0	3	10,983
244	51.5	Adult	Male	Hispanic	Medicare	Urban	1	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	16.847	167.2	15.3	Positive	Legionella_pos	1.6	40.6	106	22	121	80	93.7	87	10	157.3	86.5	35	1	0	1	1	10.6	240	95	18.1	5.2	135.6	28.6	10.2	1.83	236	3.2	3.5	724	211	23.2	0.209	1	0	0	1	7.35	82	38	26.7	88.1	1.6	0.5	0	0	2	1	1	0	0	0	97	IV	3	6	2	0	0	2	0	2	14	4	164	Moderate	1	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	0	null	1	0	0	0	null	0	0	0	0	0	0	5.437	0	0	0	0	0	0	0	0	Never	0	3	Never	Neither	0	0	0	4.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	5.2	7,077
245	72.9	Elderly	Male	White	Uninsured	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	2.613	269	6.7	Negative	Negative	2.7	40.2	111	17	97	53	67.7	83	13	181.6	79.9	24.3	1	0	1	0	11	304	93.2	21.7	4.3	141.4	25.1	9	1.61	173	3.2	2.2	302	201	51.5	0.809	1	0	0	0	7.37	65	25.1	16.6	95.2	4.7	0.34	0	0	3	1	1	0	0	1	111	IV	5	6	1	1	1	1	1	1	13	7	190	Moderate	0	0	0	Severe	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	0	1.018	0	0	0	0	0	0	0	0	Never	0	3	Prior_Year	Both	1	0	0	5.9	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	2.5	31,758
246	75.9	Elderly	Female	Black	Private	Urban	0	0	HAP	Bacterial	Enterobacter_spp	0	0	J18.9	64,667,001	Multilobar	5.783	180.4	21.8	Negative	Negative	2.4	38.4	78	28	116	49	71.3	93	11	164.6	72.2	26.6	1	0	0	1	12.4	172	84.2	18.2	4.6	140.4	16.4	5.8	2.02	198	2.7	2.8	1,340	214	19.2	0.232	1	0	0	1	7.34	76	44	20.6	88.8	2.5	0.55	0	1	2	1	0	0	0	1	111	IV	4	6	2	0	1	1	0	2	17	2	139	Moderate	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	9	0	null	1	0	0	0	null	0	0	0	0	0	0	1.888	1	0	0	1	0	0	0	0	Former	1	7	Current	Both	0	0	0	2.3	0	null	0	0	1	1	0	0	0	Home_with_Services	0	0	2.4	11,158
247	56.4	Adult	Male	Hispanic	Private	Suburban	0	0	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Lobar_Consolidation	0.115	44.1	11.9	Negative	Negative	0.4	37.9	106	15	116	75	88.7	95	15	168.3	59.5	21	0	0	0	0	9.8	192	65.7	17.5	3.7	141.3	23	8.2	1.17	160	3.6	0.7	911	317	5.4	0.017	0	0	0	0	7.36	40	47.2	27.1	97.6	2	0.49	0	0	1	0	1	0	0	0	51	I	0	6	2	2	0	0	2	0	26	5	50	Severe	0	0	1	Critical	IMV	1	6	10.3	5.4	13.1	17.3	23.3	0	0	0	0	1	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	10	1	Azithromycin	0	1	1	0	null	0	1	0	0	0	1	0.01	0	0	0	0	1	0	0	1	Former	0	1	Current	PPSV23_only	1	0	0	1.2	1	4.1	1	1	0	0	1	0	0	Died	0	0	8.6	24,600
248	73.4	Elderly	Male	Black	Medicaid	Rural	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	1.53	161.9	12.6	Negative	Pneumococcal_pos	6.9	38.4	113	24	115	73	87	89	12	157.5	80.1	32.3	1	0	1	1	16.1	147	71.8	25	2.9	135.6	32.5	11.6	2.12	169	3.9	5	440	279	31.3	0.136	1	0	0	0	7.34	122	40.6	17.4	92.3	4.2	0.58	0	1	3	1	1	0	0	1	81	III	5	9	2	1	2	2	0	2	21	5	210	Mild	1	0	0	Severe	IMV_ECMO	1	30.3	7.5	6.9	7.5	19.8	18.3	0	1	0	0	1	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	7	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.18	0	0	1	0	1	0	0	0	Former	0	5	Never	Neither	0	0	0	3.2	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	3	19,972
249	73.5	Elderly	Female	Asian	Uninsured	Urban	0	0	HAP	Bacterial	K_pneumoniae_MDR	0	0	J18.9	64,667,001	Lobar_Consolidation	5.202	33.6	13.4	Negative	Negative	2	38.4	105	27	83	82	82.3	86	11	175	68	22.2	1	1	1	1	11.6	292	88.5	20.2	4.4	141	17.7	6.3	2.39	210	3.2	2.6	154	4,119	52.1	0.345	1	0	0	1	7.36	191	34.9	21.8	82	0.5	0.8	0	0	3	1	0	0	1	1	113	IV	8	8	1	0	1	2	2	2	12	6	238	Mild	0	0	0	Severe	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	11	1	Azithromycin	0	0	0	0	null	0	0	0	1	0	0	0.797	1	0	0	0	1	0	0	0	Former	0	3	Never	PPSV23_only	1	0	0	5.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	7.1	14,719
250	56.8	Adult	Female	Black	Medicare	Rural	0	0	CAP	Bacterial	K_pneumoniae	0	0	J15.0	233,604,007	Patchy_Infiltrate	4.654	95.2	11.8	Negative	Pneumococcal_pos	6.2	40.1	106	20	129	65	86.3	92	13	188.6	77	21.6	1	0	0	0	14.2	256	65.6	14.1	4.6	137	30.8	11	1.54	224	3.9	1.1	100	17,078	24	0.958	1	0	0	1	7.49	40	46.8	19.7	88.5	3.7	0.48	0	0	2	1	1	0	0	0	93	IV	3	7	3	0	2	0	1	1	22	4	50	Severe	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	4	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	1	1.35	1	0	0	0	1	0	0	0	Former	0	1	Current	PCV13_only	0	0	0	1	0	null	0	0	0	0	1	0	1	Home_with_Services	0	0	1.6	6,812
251	48.2	Adult	Female	Hispanic	Medicaid	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	1.405	224.5	7.6	Contaminated	Negative	5.6	38.5	91	18	120	75	90	97	13	158.2	123.1	49.1	1	0	0	0	11.1	77	65.6	29.9	2.2	140.1	38.1	13.6	1.54	78	3.4	1	935	124	750	0.01	1	1	0	0	7.34	50	45.2	26.7	100	0.5	0.34	1	0	2	1	1	0	0	0	5	I	1	8	3	1	0	2	1	1	17	3	148	Moderate	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.4	0	0	0	0	0	1	0	0	Former	0	1	Current	PPSV23_only	0	0	0	10.7	0	null	0	0	0	0	1	0	0	Home_with_Services	0	1	3	8,022
252	47.2	Adult	Female	Black	Medicaid	Suburban	0	0	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Multilobar	0.09	174.3	14.9	Negative	Negative	2.1	38.7	90	13	116	73	87.3	85	14	187	83.8	24	1	0	1	0	13.1	67	79.8	9.3	8.6	141	17.3	6.2	2.38	149	2.8	1.5	100	521	191.7	0.193	1	1	0	0	7.44	78	33.1	24.5	92.5	1.5	0.5	0	0	1	1	0	0	0	0	13	I	3	8	2	2	0	2	1	1	26	4	157	Moderate	0	0	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	11	0	null	0	0	0	1	COVID_O2_Requiring	11.1	1	0	1	0	1	0.01	0	0	0	0	0	0	0	0	Never	0	1	Current	PPSV23_only	1	0	0	5.1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	1	0	2.9	8,784
253	66.3	Elderly	Female	Asian	Medicare	Suburban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.508	110	10.9	Positive	Negative	3.2	39.5	96	24	149	70	96.3	85	12	172	91.7	31	1	0	1	1	12.2	147	80.8	7.3	11	144.3	15.8	5.7	1.87	147	3	0.5	551	1,526	1	0.039	1	0	0	0	7.47	57	45.2	25.8	100	4.2	0.26	0	0	2	1	0	0	0	1	80	III	3	5	0	0	0	1	2	2	15	4	224	Mild	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	0.105	0	0	0	0	0	1	0	1	Never	0	3	Never	PCV13_only	0	0	0	5.9	0	null	0	0	0	0	0	0	0	Home_with_Services	1	0	3	5,174
254	69.9	Elderly	Female	Asian	Medicaid	Suburban	0	0	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Lobar_Consolidation	0.016	85.4	17.2	Contaminated	Negative	0.2	37.2	91	22	108	71	83.3	89	13	168.2	69.8	24.7	0	0	1	1	13.8	223	83.1	13.9	6	137.4	14.9	5.3	2.27	131	2.8	1.1	859	209	10.5	0.209	1	0	0	0	7.37	71	31.2	26.7	99.3	4	0.33	0	0	2	1	0	0	0	1	93	IV	3	6	0	0	0	2	3	1	18	3	218	Mild	0	0	0	Moderate	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	7	0	null	0	0	1	0	null	0	1	0	0	0	0	0.01	0	0	0	0	0	0	0	0	Never	0	4	Prior_Year	PPSV23_only	0	0	0	1	0	null	0	0	0	0	0	0	0	Home_with_Services	1	0	1.6	39,055
255	53.1	Adult	Male	White	Medicare	Suburban	0	1	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.365	94.4	16.4	Negative	Negative	0.2	38.8	139	19	121	62	81.7	92	14	172.4	62.7	21.1	1	0	0	0	11.7	204	74.9	11.8	6.4	136.1	5	1.8	1.08	188	3.4	2	188	71	7.2	0.233	0	0	0	1	7.42	40	35.5	22.2	93.1	2.6	0.28	0	0	1	1	0	0	0	0	75	III	3	3	2	0	0	0	0	1	19	0	119	Moderate	0	0	0	Mild	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	15	0	null	0	0	0	1	Refractory_Shock	7.6	1	0	0	0	1	0.106	0	1	1	0	0	0	0	0	Current	0	2	Current	Both	1	0	0	2.4	0	null	0	0	0	0	1	0	0	Home	0	0	2.7	19,149
256	65.4	Elderly	Female	Hispanic	Private	Urban	0	0	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.644	10	22.7	Negative	Pneumococcal_pos	0.8	38	120	19	112	73	86	88	15	172.3	79.5	26.8	0	0	1	0	14.8	230	89.7	12.7	7.1	142	51.9	18.5	0.99	166	3.8	3.1	375	5,311	151.1	0.116	0	0	0	0	7.42	40	24.7	26.4	91	3.5	0.49	0	0	2	0	1	0	0	1	59	II	2	6	3	2	0	0	1	0	22	6	50	Severe	1	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	12	0	null	0	0	0	0	null	0	1	0	0	0	0	0.091	0	0	1	0	0	0	0	0	Never	0	4	Current	Both	0	0	0	3.8	0	null	0	0	0	0	0	0	0	Home_with_Services	1	0	3.7	14,688
257	73.6	Elderly	Male	White	Private	Urban	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	0.479	246.9	14.4	Negative	Negative	3.5	39	92	27	108	69	82	91	12	188.4	135.1	38	1	0	1	1	8.3	168	73.3	17.9	4.1	141.4	27	9.6	2.16	242	3.1	5	2,178	1,436	25.9	0.47	1	0	0	1	7.39	40	34.9	19.2	96.7	4.6	0.56	0	0	3	1	1	0	0	1	95	IV	6	6	3	0	1	0	0	2	13	6	52	Severe	0	0	0	Severe	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	0	null	1	0	0	0	null	0	0	0	0	0	1	0.064	0	0	1	1	0	0	0	0	Never	0	4	Current	Neither	0	0	0	1.4	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	1	1	5,000
258	0	Pediatric	Male	Asian	Medicare	Urban	0	0	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Multilobar	0.145	2	10.7	Negative	Negative	2.3	38.5	142	27	149	64	92.3	94	12	173.7	73.7	24.4	1	0	0	1	13.5	289	87.1	14.3	6.1	134.5	18.4	6.6	1.76	201	3	3	186	666	50.2	0.647	1	0	1	1	7.38	171	33.4	24.8	100	4.7	0.65	0	0	1	1	0	0	0	0	11	I	2	8	2	2	0	2	0	2	17	5	262	Mild	0	0	0	Mild	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	5	0	null	0	0	0	0	null	0	1	0	0	0	0	0.038	0	1	0	0	0	0	0	0	Former	0	1	Never	PCV13_only	1	0	0	13.6	0	null	0	0	0	0	0	0	0	Home	0	1	2.4	11,684
259	0	Pediatric	Male	Black	Medicare	Urban	0	0	HAP	Bacterial	P_aeruginosa	1	0	J15.1	64,667,001	Lobar_Consolidation	0.515	225	8.4	Negative	Negative	6.6	38.8	103	28	104	74	84	89	12	174	88	29.1	1	0	1	1	11.4	229	84.6	12.4	6.8	131.2	20.3	7.3	3.12	222	2.6	2.7	249	4,954	1.5	0.204	1	0	1	1	7.31	142	30.8	13.3	88.2	5.8	0.59	0	1	2	1	1	0	0	0	17	I	4	6	1	0	1	1	1	2	11	5	242	Mild	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	3	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	7.5	0	0	0	1	1	0.041	0	0	0	1	0	1	0	1	Former	0	3	Current	Neither	1	0	0	8.4	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	5.2	12,368
260	84.2	Elderly	Male	Hispanic	Medicare	Suburban	1	1	CAP	Fungal	P_jirovecii	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.132	141.1	25	Negative	Pneumococcal_pos	2.2	39	101	31	103	84	90.3	94	10	163.4	61.8	23.1	1	0	0	1	10	209	85.6	16.3	5.3	142.3	20.5	7.3	0.95	102	3.5	0.5	278	1,056	1.6	0.025	0	0	0	0	7.44	110	35.4	20	99.7	2.2	0.32	0	0	4	1	1	1	0	1	114	IV	4	6	1	0	2	0	1	2	31	9	342	null	0	0	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	10	1	Azithromycin	0	1	0	1	COVID_O2_Requiring	6	0	1	0	1	0	0.038	1	0	0	0	1	0	0	0	Current	0	3	Current	PPSV23_only	0	1	5	5.6	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	1	2.1	63,248
261	7.6	Pediatric	Female	White	Medicare	Urban	0	0	HCAP	Unknown	Unknown	0	0	J18.9	422,400,008	Patchy_Infiltrate	0.136	95.7	18.1	Negative	Pneumococcal_pos	1.1	39.2	122	28	142	77	98.7	91	11	177.2	25	8	1	0	1	1	15.5	271	92.7	2	40	130	20.7	7.4	1.87	126	2.5	3.1	2,342	392	606.3	0.938	1	0	1	0	7.35	164	31.6	31.5	95.8	1.5	0.7	0	0	2	1	1	0	0	0	19	I	4	5	1	0	0	2	0	2	13	4	234	Mild	0	0	0	Moderate	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	12	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	6	0	0	0	0	0	0.028	0	0	0	0	0	0	0	0	Former	0	2	Prior_Year	PCV13_only	0	0	0	6.4	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	4.3	14,170
262	90.3	Elderly	Male	White	Private	Urban	0	0	VAP	Bacterial	P_aeruginosa	0	0	J15.1	429,271,009	Lobar_Consolidation	33.385	273.5	12.8	Negative	Negative	3.3	39.3	79	29	94	52	66	87	10	157.5	62.6	25.3	1	0	1	1	14.6	52	78.7	2.4	32.8	128.4	53.5	19.1	2.83	144	2.3	3.6	6,218	150	77.8	0.816	1	1	1	0	7.34	74	33	23.2	93	3.4	0.29	0	0	3	1	1	0	0	1	104	IV	6	9	1	1	1	3	1	2	29	4	255	Mild	1	0	1	Critical	IMV	1	5.3	13.5	6.2	7	18.5	26.8	0	0	0	0	1	1	1	VAP_Protocol	Meropenem	2,000	q8h	IV	9	1	Azithromycin	1	0	1	1	COVID_O2_Requiring	6	0	0	0	0	0	7.936	0	0	0	0	0	0	0	0	Never	0	5	Current	Neither	0	1	5.8	6.4	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	2	28,444
263	57	Adult	Male	Black	Medicare	Urban	0	1	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.107	17.9	22.3	Positive	Pneumococcal_pos	0.9	39.1	95	26	85	73	77	87	12	169.2	132.4	46.2	1	1	1	1	7.9	200	72.8	14	5.2	136.5	9.3	3.3	1.48	201	3.8	1.8	306	151	3	0.227	0	0	0	1	7.41	40	44.3	25.6	94.4	2.1	0.43	0	0	2	1	0	0	1	0	103	IV	6	6	3	0	0	0	1	2	16	6	50	Severe	1	1	1	Critical	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	3	0	null	0	0	0	1	ARDS	9.1	0	0	0	0	0	0.035	0	0	0	0	0	0	0	0	Never	0	2	Prior_Year	Both	1	1	4.7	9.6	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	3.4	67,506
264	4.3	Pediatric	Male	White	Medicare	Urban	0	0	HCAP	Bacterial	S_pneumoniae	0	0	J13	422,400,008	Lobar_Consolidation	6.411	104.3	21.3	Positive	Negative	2.1	38.2	93	24	97	59	71.7	86	10	199.7	93.1	23.3	0	0	1	1	12.1	205	63.5	10	6.4	136.9	9	3.2	1.66	116	3.1	2.8	189	2,335	30.3	0.065	1	0	0	0	7.44	107	29.2	19.2	89.7	2.3	0.51	0	0	1	1	0	0	0	0	20	I	3	5	1	1	1	0	0	2	12	3	210	Mild	1	0	0	Mild	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	8	1	Azithromycin	0	0	0	1	Refractory_Shock	6	0	0	1	0	1	0.727	1	0	0	0	0	0	0	1	Current	0	2	Current	Both	0	0	0	3.2	0	null	0	0	0	0	0	0	0	Home	0	1	1	9,436
265	66	Elderly	Female	White	Medicaid	Suburban	0	1	HAP	Bacterial	S_maltophilia	0	0	J18.9	64,667,001	Lobar_Consolidation	1.368	232.7	8.9	Negative	Negative	6.1	39.9	114	28	81	68	72.3	83	13	140.5	116.1	58.9	1	1	1	1	12.6	220	62	11.4	5.4	131.1	39.7	14.2	2.49	129	2.8	4.1	2,495	1,491	9.5	0.762	1	0	1	0	7.47	126	39	17	85.5	1.8	0.58	0	0	4	1	1	0	1	1	104	IV	6	6	1	1	0	3	0	1	19	7	215	Mild	0	0	0	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	7	0	null	0	0	1	1	COVID_O2_Requiring	6	0	0	1	0	1	0.169	0	0	1	0	1	0	0	0	Current	0	5	Never	PCV13_only	1	1	2.7	4.9	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	5.1	51,169
266	9.4	Pediatric	Male	Asian	Medicaid	Suburban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Patchy_Infiltrate	1.454	85.3	11.1	Negative	Negative	8	38.9	113	32	76	58	64	89	13	170.6	72.4	24.9	1	1	1	1	12.4	69	79.3	22.6	3.5	137	28.2	10.1	2.49	114	3	3.1	100	327	18.3	2.039	1	1	0	0	7.33	45	36.2	21	86.2	3.4	0.58	0	1	4	1	1	1	1	0	74	III	6	7	4	0	0	1	1	1	19	9	77	Severe	0	0	0	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	8	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	6	0	0	0	0	1	0.531	0	0	1	0	1	0	0	0	Current	0	2	Prior_Year	PPSV23_only	0	0	0	2.2	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	2.4	17,848
267	37.9	Adult	Female	Black	Private	Urban	1	0	HAP	Bacterial	A_baumannii	0	1	J18.9	64,667,001	Multilobar	3.911	220.1	14.5	Negative	Negative	0.1	38.7	106	21	100	83	88.7	90	12	171	28.1	9.6	1	0	1	0	14.5	167	80.3	13.3	6.1	136.9	28	10	2.84	272	3.4	2.7	775	6,581	3.7	0.167	1	0	0	1	7.37	54	36.8	21.6	98.5	0.6	0.56	0	0	2	1	1	0	0	0	23	I	3	10	3	1	1	1	2	2	30	5	97	Severe	0	0	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	14	0	null	0	0	1	1	COVID_O2_Requiring	12.2	0	0	0	0	0	1.21	0	1	1	0	0	0	0	0	Current	0	2	Current	Both	1	0	0	1.1	1	8.8	1	1	1	0	1	0	0	Died	0	0	6.5	15,006
268	2.9	Pediatric	Female	White	Uninsured	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	19.569	187.1	8.2	Negative	Pneumococcal_pos	3.6	37.9	95	21	115	82	93	87	13	165.5	55.6	20.3	0	0	1	0	14.8	239	68	9	7.6	135.5	29.4	10.5	1.28	140	3.5	0.5	287	227	3.3	0.114	0	0	0	0	7.32	138	37	31.1	94.8	1.8	0.46	0	0	2	1	1	0	0	0	17	I	3	3	0	0	0	1	1	1	17	5	301	null	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	2.778	0	0	0	0	0	0	0	0	Never	0	3	Never	Both	0	0	0	3.5	0	null	0	0	1	0	0	0	0	Home_with_Services	0	0	3.2	22,022
269	1.3	Pediatric	Male	White	Private	Urban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Lobar_Consolidation	9.204	255	14.4	Negative	Negative	6.5	38.9	125	31	129	83	98.3	90	12	165.8	88.7	32.3	1	0	1	1	12.1	222	72.4	9.4	7.7	144.2	31.3	11.2	1.55	180	2.7	1.8	2,494	1,916	15.2	0.049	1	0	0	1	7.46	54	30.6	26.2	86.8	3	0.45	0	0	3	1	1	1	0	0	35	I	4	7	3	1	0	0	1	2	18	4	119	Moderate	0	0	0	Severe	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	10	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	2.782	0	0	0	0	0	0	0	0	Never	0	1	Never	Neither	0	0	0	2	1	1	1	1	1	0	0	0	0	Died	0	0	2.6	10,917
270	4	Pediatric	Female	Other	Medicaid	Urban	0	1	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Patchy_Infiltrate	1.9	175.8	16.9	Negative	Negative	0.3	40.3	102	22	129	86	100.3	89	15	169	85.2	29.8	1	0	1	1	16.9	296	93.9	27.5	3.4	139.3	21.4	7.6	1.96	98	3.1	2.8	1,522	382	52	0.04	1	0	0	0	7.41	55	40.1	24.1	99.1	1.7	0.21	0	0	1	0	1	0	0	0	1	I	2	3	0	2	1	0	0	0	7	4	262	Mild	0	0	0	Mild	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	8	0	null	1	0	0	0	null	0	0	0	0	0	1	0.399	1	0	0	0	0	0	0	0	Former	0	2	Current	Neither	0	0	0	4.9	0	null	0	0	0	0	0	0	0	Home	0	0	2.2	12,966
271	3.1	Pediatric	Male	Black	Medicare	Suburban	0	1	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Multilobar	0.041	9.7	7.4	Negative	Pneumococcal_pos	2	38.8	103	22	122	67	85.3	87	13	165.2	79.8	29.2	1	0	1	1	13.7	252	88.8	24.6	3.6	141.2	9.6	3.4	1.11	191	3.1	1.6	133	6,555	36.7	0.038	0	0	0	1	7.37	90	39	23	91	3.5	0.46	0	0	1	1	0	0	0	0	19	I	3	3	1	0	0	1	0	1	8	3	196	Moderate	0	0	0	Mild	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	9	1	Azithromycin	0	0	0	1	CAP_Severe	11.5	1	0	1	0	0	0.011	0	0	0	0	0	0	0	0	Former	0	1	Prior_Year	Neither	0	0	0	1.7	0	null	0	0	0	0	0	0	0	Home	0	0	2.4	22,173
272	1	Pediatric	Male	Hispanic	Medicaid	Suburban	1	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	0.303	215.6	15.9	Negative	Negative	0.6	37.9	106	15	95	65	75	88	13	170.4	68.3	23.5	0	0	1	0	11.1	193	67.6	18.8	3.6	130.8	7	2.5	2.6	83	3.4	0.5	525	1,153	51.4	0.168	1	0	1	0	7.39	64	31	25.6	90	3.4	0.35	0	0	1	1	0	0	0	0	22	I	3	4	1	1	0	0	1	1	5	5	180	Moderate	0	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	6	0	null	0	0	0	1	ARDS	12.5	0	0	1	0	1	0.099	0	0	1	0	0	0	0	0	Never	0	1	Prior_Year	Both	0	0	0	13.7	0	null	0	0	0	0	1	0	0	Home	0	1	2.3	5,228
273	10.1	Pediatric	Female	White	Uninsured	Urban	0	0	HCAP	Bacterial	S_pneumoniae	0	0	J13	422,400,008	Lobar_Consolidation	1.816	133.6	20.4	Negative	Negative	1.9	39.8	137	13	126	91	102.7	86	11	162.6	100.7	38.1	1	0	1	0	10.6	241	76.1	5.4	14	130.6	19.5	7	2.47	117	3.2	4.2	233	422	21.6	0.103	1	0	1	0	7.39	116	27.4	17.1	100	5.8	0.41	0	0	2	1	1	0	0	0	5	I	3	6	1	1	1	1	0	2	18	6	285	Mild	0	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	0.119	0	1	0	0	0	0	0	0	Former	0	1	Current	Neither	1	0	0	1.1	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	1.9	32,167
274	54.1	Adult	Female	White	Medicaid	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	1.668	130.6	16.4	Contaminated	Pneumococcal_pos	9.2	38.5	106	34	136	68	90.7	93	13	190.2	69	19.1	1	0	0	1	14.3	183	84.3	17.1	4.9	138.4	14	5	2.44	125	3.2	0.9	301	284	67.4	0.224	1	0	0	0	7.34	87	36.3	14.9	87.3	1.5	0.61	0	1	2	1	0	1	0	0	83	III	2	5	2	0	0	1	1	1	17	6	142	Moderate	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	7	0	null	0	0	0	0	null	0	0	0	0	0	1	0.44	0	0	1	0	0	0	0	0	Current	0	2	Current	Neither	0	0	0	5.1	0	null	0	0	1	1	0	0	0	Home_with_Services	0	0	2.1	20,612
275	55.6	Adult	Male	White	Private	Rural	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	4.923	213.2	14.1	Contaminated	Negative	0.9	39.2	94	26	118	54	75.3	90	14	165.2	86.8	31.8	1	0	1	1	10.2	206	74.1	17.3	4.3	143.9	30.7	11	2.09	164	3.2	2.5	935	375	5.7	0.051	1	0	0	0	7.46	121	40.1	25.5	93.3	2.8	0.67	0	0	2	1	1	0	0	0	71	III	4	7	2	1	2	0	1	1	15	4	180	Moderate	0	0	0	Moderate	IMV	1	33.7	5.5	7.4	6.7	20.6	24.9	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	0	null	0	0	0	0	null	0	0	0	0	0	0	0.829	0	0	0	0	0	0	0	0	Never	0	1	Current	Both	0	0	0	2.7	0	null	0	0	1	0	0	0	0	Home_with_Services	0	1	11.6	8,830
276	76.6	Elderly	Female	Black	Private	Suburban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Patchy_Infiltrate	0.037	59.9	11.1	Negative	Pneumococcal_pos	2	38.4	69	21	119	82	94.3	94	15	174.3	84.3	27.8	1	0	0	0	11	253	72.2	15.3	4.7	132.6	5.4	1.9	0.65	122	3.2	3.1	287	126	6.6	0.118	0	0	1	0	7.42	93	41.8	22.9	90.3	2.6	0.61	0	0	1	0	0	0	0	1	68	II	2	6	2	1	1	2	0	0	13	4	151	Moderate	0	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	10	0	null	0	0	0	0	null	0	0	0	0	0	1	0.01	0	0	0	0	1	1	0	0	Never	0	2	Current	Both	1	0	0	9.3	0	null	0	0	1	1	1	0	0	Home	0	0	3.2	22,717
277	64.4	Adult	Male	White	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	3.782	151.5	17.7	Negative	Negative	5.4	39.8	72	23	94	75	81.3	91	15	160.6	71.9	27.9	1	0	1	1	11.8	208	75.5	13.5	5.6	138	17.3	6.2	0.74	206	3	1.6	382	37	19.7	0.032	0	0	0	1	7.45	146	44.4	18.2	91.7	1.9	0.51	0	0	0	0	0	0	0	0	65	II	2	3	1	0	0	1	1	0	13	3	284	Mild	1	1	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	3	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	0.671	0	0	0	1	0	0	0	0	Never	0	1	Never	Both	1	0	0	2.9	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	1	5,823
278	91.1	Elderly	Female	White	Private	Urban	0	0	HAP	Unknown	Unknown	0	0	J18.9	64,667,001	Lobar_Consolidation	0.057	83.2	9.1	Negative	Negative	1.4	38.6	98	21	127	87	100.3	88	13	178.3	60.6	19.1	1	0	1	0	12.2	214	92	11.9	7.7	131.1	27.7	9.9	2.13	180	3.7	0.5	1,682	698	19	0.224	1	0	1	0	7.33	40	37.1	13.7	85.5	0.9	0.53	0	1	3	1	1	0	0	1	113	IV	5	6	2	0	1	1	1	1	16	7	50	Severe	0	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	6	0	null	0	1	1	0	null	0	0	0	0	0	0	0.022	1	0	0	0	0	0	0	0	Never	0	5	Never	Neither	0	0	0	2.9	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	1	29,277
279	57.8	Adult	Female	Black	Medicaid	Urban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Lobar_Consolidation	4.604	291.6	16.6	Negative	Negative	0.8	40.5	107	25	137	70	92.3	96	12	176.1	70.6	22.8	1	0	0	1	10.9	249	93.6	9.5	9.9	132.8	31.3	11.2	1.84	136	2.8	3.7	3,853	222	37.4	0.03	1	0	1	0	7.32	122	32.7	25.2	90.6	1.3	0.68	0	0	2	1	1	0	0	0	87	III	2	5	2	0	0	1	0	2	16	5	178	Moderate	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	10	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	1	1.192	0	0	0	0	0	0	0	0	Current	0	1	Current	PPSV23_only	0	0	0	2.7	0	null	0	0	1	0	0	0	0	Home_with_Services	0	0	11.8	5,000
280	80	Elderly	Female	Other	Uninsured	Rural	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	8.569	149	15.3	Negative	Negative	3.6	38.2	98	21	112	68	82.7	83	11	172.6	121.2	40.7	0	0	1	0	8.8	234	74.2	6.7	11	136.6	35.8	12.8	1.94	202	3.1	4.9	833	212	26.9	0.237	1	0	0	1	7.36	121	34.5	19.7	87.2	3	0.59	0	0	3	1	1	0	0	1	104	IV	5	2	0	0	0	0	0	2	10	7	205	Mild	1	0	0	Severe	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	12	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	6	0	0	0	0	0	2.968	0	0	1	0	1	0	0	0	Former	1	4	Prior_Year	Both	0	0	0	5.2	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	3.1	5,000
281	5.9	Pediatric	Female	Black	Private	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	5.361	147	19.7	Negative	Pneumococcal_pos	1.7	38.6	107	16	102	90	94	96	10	156.7	104.5	42.5	1	0	0	0	14.3	288	84.3	24	3.5	134.9	21.5	7.7	1.85	135	2.3	3.2	435	297	103.6	0.091	1	0	1	0	7.44	125	28.8	24.5	95.8	0.5	0.68	0	0	2	1	1	0	0	0	15	I	1	6	2	2	0	0	0	2	20	4	183	Moderate	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	9	0	null	1	0	1	0	null	0	0	0	1	0	1	0.75	0	0	0	0	0	0	0	0	Never	0	1	Current	Both	0	0	0	2.6	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	1.4	7,452
282	76.9	Elderly	Male	Hispanic	Medicare	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Lobar_Consolidation	0.213	57.4	11.7	Negative	Negative	2.8	40.2	94	14	107	51	69.7	97	11	159.7	102.4	40.2	1	0	0	0	10.9	357	80.5	20.1	4	131.2	19.9	7.1	1.71	132	3.1	0.5	122	425	158.3	0.192	1	0	1	0	7.41	58	31.4	21.4	92	2	0.38	0	0	3	1	1	0	0	1	107	IV	3	7	2	1	0	0	2	2	18	8	151	Moderate	0	0	0	Severe	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	1	Azithromycin	0	1	0	0	null	0	0	0	0	0	0	0.038	0	0	0	0	0	0	0	0	Current	0	5	Current	Neither	0	0	0	2.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	7.1	7,937
283	58.3	Adult	Female	Hispanic	Private	Rural	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	7.258	177	12.3	Negative	Pneumococcal_pos	2.5	39.2	89	17	101	62	75	93	12	186.5	62.7	18	1	0	0	0	15.7	240	70.8	12.7	5.6	130.9	43.8	15.6	1.28	194	2.6	5.8	3,340	422	10	0.023	0	0	1	1	7.33	77	34.8	22.1	90.5	1.7	0.59	0	0	2	1	1	0	0	0	70	II	1	5	1	0	0	1	1	2	15	2	131	Moderate	0	0	0	Moderate	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	8	0	null	1	0	0	1	CAP_Severe	6	0	0	0	0	0	2.362	0	0	0	0	0	1	0	0	Never	0	2	Current	PPSV23_only	0	0	0	1	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	2.1	15,984
284	64.3	Adult	Female	Hispanic	Medicare	Suburban	1	1	HAP	Bacterial	K_pneumoniae_MDR	0	0	J18.9	64,667,001	Interstitial	12.078	226	8.8	Positive	Negative	0.4	41.1	117	31	101	58	72.3	88	12	159.6	48.4	19	1	0	1	1	12.1	155	78.2	16.1	4.8	128.5	26.1	9.3	2.43	62	2.6	0.8	980	6,015	2.1	0.398	1	0	1	0	7.41	90	33.2	19.6	87.8	2.3	0.38	0	0	3	1	1	1	0	0	117	IV	4	4	1	0	0	1	0	2	7	6	240	Mild	1	0	0	Severe	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	9	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	1	1.595	0	0	0	0	0	0	0	0	Former	0	1	Current	Neither	0	0	0	1.8	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	3.6	21,690
285	63.3	Adult	Female	White	Medicare	Urban	0	1	HAP	Bacterial	K_pneumoniae_MDR	0	0	J18.9	64,667,001	Lobar_Consolidation	2.3	238.5	18	Negative	Pneumococcal_pos	9.9	39.1	136	23	114	40	64.7	94	13	175	104.1	34	1	0	0	1	13.6	211	69.8	14.8	4.7	137.1	51	18.2	2.65	197	4.2	1.8	879	1,526	17.9	0.175	1	0	0	1	7.29	159	34.1	20.9	95	5.1	0.68	0	1	2	1	1	0	0	0	84	III	1	4	1	1	0	1	0	1	15	4	233	Mild	1	1	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	13	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	0.92	0	0	0	0	0	1	0	0	Former	0	2	Never	Both	0	1	11.2	11.8	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	4	38,410
286	52.5	Adult	Male	Hispanic	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	4.173	187.6	12.9	Negative	Pneumococcal_pos	2	39.3	86	28	113	79	90.3	88	14	157.6	99.9	40.2	1	0	1	1	12.8	221	92.8	28.1	3.3	138.4	26	9.3	1.86	131	3.2	3.9	596	10,437	7.6	0.234	1	0	0	0	7.33	66	26.6	24.3	94.2	1.2	0.32	0	0	2	1	1	0	0	0	63	II	4	6	1	1	1	2	0	1	19	4	206	Mild	1	1	1	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	11	0	null	0	0	0	0	null	0	0	0	1	0	1	1.173	0	0	0	1	0	0	0	1	Current	0	1	Current	Neither	0	1	2	2.4	1	5.6	1	1	0	0	1	0	0	Died	0	0	1.4	24,461
287	2.3	Pediatric	Male	Hispanic	Medicaid	Urban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Patchy_Infiltrate	0.098	91.8	10.8	Positive	Pneumococcal_pos	1.1	40.8	111	31	125	62	83	87	11	179.1	83	25.9	1	0	1	1	14.1	229	95	19.1	5	138.3	30.2	10.8	2.39	132	3.7	3.5	866	236	110.2	0.02	1	0	0	0	7.38	40	27.8	20.8	88.3	4.2	0.39	0	0	3	1	1	1	0	0	49	I	4	6	4	0	0	0	0	2	18	6	50	Severe	0	0	0	Severe	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	11	0	null	0	0	1	0	null	0	0	0	1	0	1	0.036	0	0	0	0	0	0	0	0	Never	0	2	Never	Both	0	0	0	4.1	1	10.3	1	1	0	0	1	0	0	Died	0	0	2.1	17,783
288	74.8	Elderly	Male	Hispanic	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	1.193	231.2	10.7	Negative	Pneumococcal_pos	2	37.6	69	24	117	81	93	89	14	160.4	71.8	27.9	0	0	1	1	12.9	300	76.3	20	3.8	132.8	26	9.3	1.81	234	3.6	2.5	1,137	1,253	85.5	0.034	1	0	1	1	7.31	40	40.2	21.1	86.9	1.6	0.33	0	1	3	1	1	0	0	1	94	IV	5	6	4	0	0	0	1	1	27	4	50	Severe	0	0	1	Critical	IMV	1	10.3	2.4	7.8	9.3	21.5	27.1	1	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	8	0	null	1	0	0	1	Refractory_Shock	8.6	0	0	0	0	1	0.103	1	0	0	0	0	0	0	0	Former	0	4	Current	Both	0	0	0	1	1	15	1	1	0	0	0	0	0	Died	0	0	5.7	38,627
289	73.9	Elderly	Male	Asian	Medicare	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Multilobar	0.374	86.5	18.4	Negative	Pneumococcal_pos	1.1	37.8	84	26	88	71	76.7	86	11	157.4	47.8	19.3	0	1	1	1	11.6	59	75.8	12.9	5.9	139.4	36.1	12.9	3	145	3.5	2.5	2,082	306	10.2	0.149	1	1	0	0	7.3	218	28.7	23.8	82	2.7	0.62	0	0	4	1	1	0	1	1	116	IV	8	4	0	0	0	1	1	2	16	11	351	null	0	0	0	Critical	IMV	1	10.9	7	6.3	7.9	10.4	25.4	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	5	0	null	0	0	1	0	null	0	0	0	0	0	1	0.073	0	0	1	0	0	0	0	0	Former	0	3	Current	Neither	0	1	1.8	5.4	0	null	0	0	1	0	1	0	0	LTAC_or_SNF	1	0	8.6	5,546
290	9.2	Pediatric	Male	Other	Medicare	Rural	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Interstitial	0.057	25.9	8.4	Negative	Pneumococcal_pos	2.1	38	89	23	105	79	87.7	88	14	160.2	99.1	38.6	0	0	1	1	14.2	311	90	13.6	6.6	139.9	19.4	6.9	1.52	187	3.2	3.9	2,405	137	4.4	0.608	1	0	0	1	7.49	67	32.5	25.8	98.4	2.6	0.47	0	0	1	1	0	0	0	0	23	I	3	8	2	1	0	1	3	1	22	1	141	Moderate	1	0	0	Mild	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	4	1	Azithromycin	0	1	0	1	CAP_Severe	6.4	0	0	1	0	0	0.01	0	0	0	0	0	0	0	0	Current	0	1	Current	Both	0	0	0	15.6	0	null	0	0	0	0	1	0	0	Home	0	0	6.1	32,430
291	86.7	Elderly	Male	White	Medicaid	Rural	1	0	HAP	Bacterial	A_baumannii	1	0	J18.9	64,667,001	Lobar_Consolidation	2.961	289.9	11.3	Positive	Negative	3	40.2	135	28	89	59	69	91	12	161.9	106.1	40.5	1	1	1	1	15.8	295	95	19.5	4.9	134.7	38	13.6	3.35	185	3.6	3.8	1,263	16,825	8.5	0.596	1	0	1	1	7.42	153	33.2	16.1	91.5	3.5	0.95	0	0	4	1	1	0	1	1	131	IV	8	6	3	1	0	0	0	2	21	6	161	Moderate	0	0	0	Critical	IMV_ECMO	1	5.6	6.9	6.5	9.1	17.9	24	0	1	0	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	7	0	Vancomycin	0	0	1	0	null	0	0	0	0	0	0	1.154	0	0	0	0	0	1	0	0	Current	1	2	Prior_Year	PPSV23_only	0	1	3.4	7.1	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	4.5	63,413
292	4.8	Pediatric	Female	White	Medicaid	Urban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.198	104.2	19.2	Positive	Negative	0.3	37.6	91	31	106	60	75.3	87	14	172.5	65.1	21.9	0	0	1	1	11.1	232	69.6	18.5	3.8	135.7	46.9	16.8	0.92	172	3.6	0.5	3,982	129	29.9	0.19	0	0	0	0	7.52	107	29.7	22.2	96.1	1.2	0.49	0	0	3	1	1	1	0	0	46	I	4	6	1	0	1	2	1	1	28	4	218	Mild	0	0	1	Critical	IMV_ECMO	1	2.8	11	5.3	5.8	14.7	19	0	1	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	10	1	Azithromycin	0	1	0	1	CAP_Severe	8.8	0	0	0	0	1	0.02	0	0	1	0	0	0	0	0	Current	0	2	Current	Both	0	1	4.2	6.9	0	null	0	0	1	0	0	0	0	LTAC_or_SNF	0	0	2.6	42,360
293	70.6	Elderly	Male	White	Medicare	Suburban	1	0	VAP	Bacterial	S_aureus_MRSA	1	1	J15.212	429,271,009	Lobar_Consolidation	61.9	87.1	16	Negative	Legionella_pos	7.6	40.2	103	40	129	64	85.7	86	9	168.8	63.2	22.2	1	0	1	1	12.2	200	82.6	5.4	15.3	131.6	51.6	18.4	3.13	168	2.8	6.1	3,988	27	99	0.124	1	0	1	0	7.36	140	38.6	18.1	86.4	3.7	0.79	0	0	4	1	1	1	0	1	125	IV	6	12	3	2	1	2	1	3	31	8	178	Moderate	0	0	1	Critical	IMV_ECMO	1	7.7	2.2	8.3	9.4	6.4	15	0	1	0	0	1	1	0	VAP_Protocol	Meropenem	2,000	q8h	IV	6	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	1	19.304	0	0	0	1	0	0	0	0	Never	0	6	Current	Neither	0	1	5.4	5.7	0	null	0	0	1	1	0	0	0	LTAC_or_SNF	0	1	4.9	52,345
294	4	Pediatric	Female	White	Medicare	Urban	0	1	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.512	36.9	18.8	Negative	Negative	0.3	39.3	101	30	148	82	104	86	15	156	107.3	44.1	1	0	1	1	12	186	79.1	18.6	4.3	137.7	38	13.6	1.33	138	3.4	2.4	348	116	50.6	0.033	0	0	0	0	7.43	40	28.8	23	96.7	0.5	0.46	0	0	2	0	1	1	0	0	14	I	3	4	3	0	0	1	0	0	5	6	86	Severe	0	0	0	Moderate	Room_Air	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	0	null	0	0	1	0	null	0	0	0	0	0	1	0.139	0	0	0	0	0	0	0	0	Never	0	1	Current	Both	0	0	0	1	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	5.5	10,580
295	65.4	Elderly	Female	White	Private	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	2.457	234.6	13	Negative	Negative	0.5	40.8	106	14	124	69	87.3	90	10	167.7	65.9	23.4	1	0	1	0	12.6	192	73.1	19.5	3.7	142.7	12.7	4.5	1.45	219	3.1	4.3	100	20	53.3	0.231	0	0	0	1	7.37	142	35.2	28	95.9	3.2	0.59	0	0	2	1	0	0	0	1	86	III	3	3	0	1	0	0	0	2	15	5	240	Mild	0	0	0	Moderate	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	1	Azithromycin	1	0	1	1	COVID_O2_Requiring	7.1	0	0	0	0	0	0.855	1	1	0	0	0	0	0	0	Never	0	4	Prior_Year	PCV13_only	0	0	0	1.4	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	8.5	10,037
296	56	Adult	Female	White	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	2.872	289.9	15.1	Negative	Negative	9.4	40.1	93	24	109	60	76.3	85	14	155.4	119.1	49.3	1	0	1	1	11.5	235	85.2	2	40	140.4	16.4	5.8	2.63	198	3.1	3.7	630	110	80.6	0.442	1	0	0	1	7.35	52	30.1	23.3	90.7	0.5	0.56	0	0	1	1	0	0	0	0	81	III	3	5	2	0	0	1	1	1	13	5	94	Severe	0	0	0	Mild	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_Mild_Outpatient	Amoxicillin	1,000	q8h	PO	6	0	null	0	0	0	0	null	0	0	0	0	0	0	1.126	0	0	1	0	0	0	0	0	Former	0	2	Current	Both	0	0	0	5.8	0	null	0	0	0	0	1	0	0	Home	0	0	3.4	15,670
297	89.3	Elderly	Male	Black	Private	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Interstitial	5.026	269.7	14.4	Contaminated	Negative	1.9	39	134	21	91	58	69	88	14	175.1	77.6	25.3	1	0	1	0	7.9	254	72	11.3	6.4	136.4	25.6	9.1	1.74	126	3.4	5.3	2,017	81	1.1	0.134	1	0	0	0	7.46	40	38	32.1	93.1	3	0.54	0	0	3	1	1	0	0	1	98	IV	5	10	4	1	1	1	2	1	17	5	50	Severe	1	0	0	Critical	IMV	1	30.1	10	6.5	14.2	15.3	19.4	0	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	12	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	1.669	0	0	0	0	0	0	0	0	Current	0	4	Never	Neither	0	0	0	3.6	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	14	10,238
298	70.5	Elderly	Male	Hispanic	Private	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	3.022	316.2	21.1	Negative	Negative	10.3	40.1	97	25	117	73	87.7	91	13	177.1	71.5	22.8	1	0	1	1	11.5	252	74.4	17.9	4.2	139	35	12.5	0.57	110	3.5	1.7	153	364	6.5	1.012	0	0	0	0	7.47	76	33.2	23.7	89.3	3	0.33	0	0	3	1	1	0	0	1	102	IV	6	4	0	1	0	1	1	1	23	7	232	Mild	0	0	0	Severe	IMV	1	5.5	1.4	7.3	7.8	11.7	18.8	0	0	0	0	1	1	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	10	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.418	1	0	0	0	0	0	0	0	Former	0	5	Current	Neither	1	1	1.6	2.7	0	null	0	0	1	0	0	0	1	SNF_or_Rehab	0	0	6.7	55,690
299	61.7	Adult	Female	Asian	Uninsured	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	3.821	223.4	19.5	Negative	Negative	0.8	39	97	11	105	68	80.3	98	11	167.7	81	28.8	1	0	0	0	14.5	263	77	6.5	11.9	133.6	13.8	4.9	1.36	117	4.4	1.2	270	11	30.7	0.036	0	0	1	0	7.47	64	37.9	23.3	97.7	3.6	0.21	0	0	1	1	0	0	0	0	91	IV	1	6	1	1	0	2	0	2	25	3	304	null	1	1	1	Critical	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	7	0	null	0	0	1	0	null	0	0	0	0	0	1	1.307	0	0	0	0	0	0	0	0	Never	0	3	Current	Neither	0	1	3.8	9.3	0	null	0	0	1	0	0	1	0	LTAC_or_SNF	0	1	3.2	100,902
300	82.9	Elderly	Female	White	Medicare	Urban	0	0	HAP	Bacterial	Enterobacter_spp	0	1	J18.9	64,667,001	Lobar_Consolidation	0.065	196	20.8	Contaminated	Pneumococcal_pos	2.4	38.7	99	17	137	68	91	91	12	171	71.5	24.5	1	0	1	0	10	250	66.3	3.4	19.4	138.9	21.6	7.7	2.29	199	2.5	3.9	662	2,675	13.3	0.226	1	0	0	1	7.32	97	42.1	21.9	93.5	6.1	0.58	0	1	3	1	1	0	0	1	114	IV	5	4	1	0	0	1	0	2	11	6	168	Moderate	0	0	0	Severe	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	6	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	7.2	0	0	1	0	1	0.015	0	0	0	0	0	0	0	0	Former	0	5	Never	Neither	0	0	0	1	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	0	0	7.6	7,489

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