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	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
401	22	Adult	Male	White	Medicare	Urban	0	1	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Interstitial	0.259	98.4	7.9	Negative	Negative	1	38.1	100	25	114	76	88.7	92	10	168.8	86.6	30.4	0	0	0	1	10.6	149	85	10.9	7.8	139.5	27.6	9.8	1.75	177	2.5	3.1	1,321	497	28.1	0.15	1	0	0	0	7.34	69	37.7	19.3	93.4	2.1	0.28	1	2	1	1	0	0	0	16	I	4	4	0	0	0	1	1	2	19	4	243	Mild	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	0	null	0	0	0	0	null	0	1	0	0	0	1	0.036	0	0	0	0	0	0	0	0	Never	1	2	Current	Both	0	0	0	1	0	null	0	0	1	1	0	0	0	Home_with_Services	0	0	1.9	7,984
402	60.2	Adult	Male	Black	Medicare	Suburban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	4.793	183.6	15.1	Contaminated	Negative	0.2	39.1	100	23	138	82	100.7	94	14	144.7	74.5	35.6	1	0	0	1	13.3	161	78.8	24.6	3.2	141.8	7.2	2.6	1.38	135	3.9	0.7	100	2,555	7.6	0.122	0	0	0	0	7.16	40	42.2	28	100	2	0.21	0	1	1	0	0	0	0	81	III	1	6	3	0	1	1	0	1	23	2	50	Severe	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	0	null	1	0	0	0	null	0	0	0	0	0	1	1.576	0	0	1	0	0	0	0	0	Current	0	1	Current	PCV13_only	1	0	0	9	0	null	0	0	1	0	0	0	0	Home	0	0	5	9,624
403	62.5	Adult	Male	White	Private	Urban	0	0	VAP	Bacterial	P_aeruginosa	0	0	J15.1	429,271,009	Multilobar	0.742	274.1	19.3	Negative	Pneumococcal_pos	11	38.5	94	30	117	57	77	90	13	167.5	58.9	21	1	0	1	1	9.9	173	67.3	13.2	5.1	137.1	28.9	10.3	2.55	123	3	0.7	424	80	2.6	0.393	1	0	0	0	7.31	118	38.9	22.8	95.7	3.5	0.64	0	3	1	1	1	0	0	114	IV	4	3	1	0	1	0	0	1	10	6	184	Moderate	1	0	1	Critical	IMV_ECMO	1	61	2.1	6.5	12.5	14.3	17.9	0	1	0	0	1	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	9	0	null	1	0	1	1	CAP_Severe	6	0	0	0	0	0	0.04	0	0	0	1	0	0	0	0	Never	0	1	Current	Neither	0	1	5.7	6.4	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	2.6	70,779
404	0.7	Pediatric	Male	Asian	Medicare	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.216	80.3	16.9	Contaminated	Pneumococcal_pos	2.6	37.7	80	21	86	56	66	90	13	163.3	69.5	26.1	0	1	1	0	9.5	82	83.5	13.1	6.4	141.2	8.5	3	2.18	133	3.9	0.5	246	284	17.4	0.219	1	1	0	0	7.41	165	35.8	15.2	92.2	3.4	0.61	0	2	1	0	0	1	0	45	I	5	6	1	1	0	2	1	1	21	3	270	Mild	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	6	1	Azithromycin	0	0	1	0	null	0	1	0	0	0	1	0.03	0	0	0	0	0	0	0	0	Never	1	3	Current	Neither	0	0	0	3.6	0	null	0	0	1	1	1	0	0	Home_with_Services	0	1	8.1	21,360
405	66.4	Elderly	Male	Black	Private	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	7.133	36.6	20.4	Negative	Legionella_pos	2.9	38.2	80	21	119	86	97	85	14	180.5	71	21.8	0	0	1	0	15.8	159	74.3	18.8	3.9	137.4	23.5	8.4	2.31	180	2.6	1.1	321	240	6.4	2.691	1	0	0	1	7.37	69	38.4	19.2	90.5	1.5	0.39	0	3	1	1	0	0	1	83	III	3	6	3	1	0	0	1	1	31	4	176	Moderate	1	1	1	Critical	IMV	1	18.2	4.2	6.3	13.6	9.6	19.7	0	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	10	0	null	0	0	1	0	null	0	0	0	0	0	0	1.198	0	0	0	0	1	0	0	0	Never	0	5	Current	Both	1	0	0	5.8	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	1	1.1	20,279
406	83.7	Elderly	Male	White	Medicaid	Urban	0	1	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Interstitial	0.089	78	16.2	Negative	Negative	10.9	38.5	126	22	130	51	77.3	90	12	163.3	66.9	25.1	1	0	1	1	9.9	295	64.8	19.6	3.3	135.9	19.1	6.8	1.63	157	3.3	2.9	540	6,249	2.8	0.048	1	0	0	0	7.43	40	33	10.7	84.3	1.2	0.49	0	2	1	0	0	0	1	103	IV	5	6	3	0	0	1	0	2	19	7	54	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	7	1	Azithromycin	0	0	0	0	null	0	0	0	1	0	1	0.031	1	0	1	0	1	1	0	0	Never	0	2	Never	Both	0	0	0	6.3	0	null	0	0	1	0	0	0	0	Home_with_Services	0	1	2.9	18,392
407	48.7	Adult	Female	Black	Private	Rural	0	1	CAP	Bacterial	K_pneumoniae	0	0	J15.0	233,604,007	Lobar_Consolidation	14.117	142.4	10.5	Negative	Negative	7	38.6	85	20	111	90	97	93	15	180.5	59.8	18.3	1	0	0	0	9.2	92	76.7	7.7	10	140.1	38.3	13.7	1.52	132	3.2	4.3	688	11,014	16	0.045	1	1	0	0	7.45	40	42.6	23.9	90.7	1.3	0.45	0	1	0	1	0	0	0	4	I	0	5	3	0	1	1	0	0	21	2	50	Severe	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	16	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	10.9	0	0	1	0	1	4.401	1	0	0	0	0	0	0	1	Never	0	3	Current	PPSV23_only	0	0	0	9.9	0	null	0	0	0	0	1	0	0	Home	0	0	3.9	5,816
408	70	Elderly	Male	Black	Medicare	Rural	1	0	HAP	Bacterial	K_pneumoniae_MDR	0	0	J18.9	64,667,001	Multilobar	10.41	56.9	17.6	Positive	Negative	2.1	38.9	95	17	105	47	66.3	88	13	156.7	88.8	36.2	1	0	1	0	12.1	170	93.4	23.1	4	140	27.3	9.8	2.04	125	3.1	2.9	1,001	748	10.2	0.105	1	0	0	0	7.36	195	30.1	18.1	91.8	1.9	0.58	0	3	1	1	0	0	1	95	IV	5	5	0	1	1	1	1	1	24	5	336	null	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	4	1	Azithromycin	0	0	1	1	ARDS	7.5	0	0	0	0	1	1.643	1	1	1	0	0	0	0	0	Current	0	5	Current	PCV13_only	0	0	0	10	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	5.8	32,193
409	0	Pediatric	Male	Black	Medicaid	Suburban	0	1	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.066	81.1	16.1	Negative	Negative	8.9	40.1	146	30	78	61	66.7	92	14	164.9	117.3	43.1	1	1	0	1	11.9	142	93.6	11.1	8.4	133.7	32.6	11.6	2.41	187	2.9	1.4	1,474	1,834	17.3	1.614	1	0	1	1	7.34	107	33.2	22.3	89.4	4.5	0.65	0	4	1	1	1	1	0	70	II	6	5	2	1	1	0	0	1	28	7	164	Moderate	0	0	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	16	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	8.7	1	0	0	0	1	0.021	0	0	0	0	0	0	0	0	Never	0	2	Current	PCV13_only	0	1	4.1	5.3	0	null	0	0	1	0	0	0	0	LTAC_or_SNF	1	0	5.5	79,506
410	54.9	Adult	Female	Asian	Private	Suburban	0	0	HAP	Bacterial	A_baumannii	0	0	J18.9	64,667,001	Lobar_Consolidation	2.024	266.1	13.5	Positive	Negative	0.3	40.6	101	31	112	76	88	87	10	165.1	100.5	36.9	1	0	1	1	12.2	306	92.8	21.5	4.3	136.2	36.4	13	3.12	165	2.7	2.7	758	2,459	232.3	0.156	1	0	0	0	7.21	40	40.1	30.9	87	3.2	0.38	0	3	1	1	1	0	0	108	IV	4	5	2	0	0	1	0	2	18	6	79	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	5	0	null	0	0	0	0	null	0	0	0	0	0	1	0.675	0	1	0	0	0	1	0	0	Current	0	1	Current	Both	0	0	0	1.9	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	1	2.3	11,833
411	87.2	Elderly	Female	Black	Medicare	Suburban	0	0	CAP	Bacterial	Legionella_pneumophila	0	0	J15.0	233,604,007	Lobar_Consolidation	6.568	91.6	16.7	Negative	Negative	0.3	40.7	109	17	115	70	85	90	10	173.5	72.9	24.2	1	0	1	0	15.8	160	82.9	7.3	11.3	135.5	5	1.8	0.82	184	3.3	4.3	5,271	54	27.9	0.236	0	0	0	1	7.29	40	33	29	95.3	3.3	0.6	0	2	1	0	0	0	1	120	IV	5	6	1	0	0	1	2	2	24	5	50	Severe	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	1	0	1	0	null	0	0	0	0	0	0	1.505	1	0	0	1	0	1	0	0	Never	1	5	Current	PCV13_only	0	0	0	2	0	null	0	0	0	0	1	0	1	Home_with_Services	0	0	2.7	23,060
412	56.9	Adult	Female	Hispanic	Private	Rural	0	0	HAP	Bacterial	K_pneumoniae_MDR	0	0	J18.9	64,667,001	Interstitial	1.08	343.5	17.1	Negative	Pneumococcal_pos	0.1	38.1	136	29	81	48	59	91	11	172.1	102.3	34.6	0	1	1	1	9.1	127	89.8	12.6	7.1	126.3	14.3	5.1	2.74	212	2.9	2.2	5,576	2,088	45.4	1.28	1	0	1	1	7.25	72	24.1	17.3	83.2	4.5	0.71	1	2	1	0	0	1	0	96	IV	6	6	2	0	1	0	1	2	15	4	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	10	0	null	0	0	1	0	null	0	0	0	1	0	1	0.246	0	0	0	0	0	0	0	0	Never	0	2	Never	Both	0	0	0	1.8	0	null	0	0	0	0	1	0	0	Home_with_Services	0	1	1.6	5,000
413	4.1	Pediatric	Female	White	Medicaid	Urban	1	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Patchy_Infiltrate	0.344	135.3	10.8	Negative	Pneumococcal_pos	0.6	38	118	21	109	77	87.7	85	13	175.9	87.6	28.3	0	0	1	0	10.9	134	80.3	15.2	5.3	138.9	20.4	7.3	0.89	136	3.5	5	236	68	5.2	0.293	0	0	0	0	7.43	40	34.2	19.1	95.1	1.2	0.36	0	2	1	1	0	0	0	15	I	3	6	3	1	1	0	0	1	19	6	72	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	5	0	null	0	0	1	1	COVID_O2_Requiring	6	1	0	0	0	1	0.079	0	1	1	0	0	0	0	0	Current	0	2	Current	Both	0	0	0	2.7	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	7.5	24,468
414	36.9	Adult	Female	Black	Private	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Interstitial	0.252	83.2	12.6	Negative	Negative	4	39.3	74	22	119	74	89	90	13	170.9	79.1	27.1	1	0	1	1	15.5	212	67.7	5.1	13.2	132.3	25.8	9.2	1.53	183	4	4.4	254	220	5.3	0.34	1	0	1	1	7.39	40	45.6	28.7	94.4	3.6	0.33	0	2	1	1	0	0	0	26	I	3	7	3	0	1	2	0	1	19	5	50	Severe	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	10	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	0	0.027	0	0	0	1	0	0	0	0	Former	0	4	Prior_Year	PCV13_only	0	0	0	2.8	0	null	0	0	1	0	1	0	0	Home_with_Services	0	0	9.7	14,241
415	7.1	Pediatric	Male	Other	Private	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	6.279	94.7	20.9	Negative	Pneumococcal_pos	4.9	38.3	87	17	104	69	80.7	97	11	175.3	77.7	25.3	1	0	0	0	14	225	70.3	20.3	3.5	138.5	21.3	7.6	1.78	154	2.7	5.1	228	1,732	9.1	0.626	1	0	0	0	7.37	61	23.1	19.2	90.5	3	0.43	0	2	1	1	0	0	0	22	I	1	11	3	1	1	2	2	2	19	4	142	Moderate	0	0	0	Critical	Nasal_Cannula	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	7	0	null	0	0	0	0	null	0	0	0	0	0	1	2.1	1	0	0	1	0	0	0	0	Never	0	1	Prior_Year	Neither	0	0	0	1.7	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	1	6,282
416	74	Elderly	Male	Hispanic	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	3.76	182.9	21	Positive	Pneumococcal_pos	0.1	39.6	107	16	113	64	80.3	99	15	158.1	75.6	30.2	1	0	0	0	13.5	140	73.7	4.2	17.5	130.7	15.2	5.4	1.42	162	2.4	2.7	592	386	38.8	0.186	0	0	1	0	7.35	43	36.8	26.8	100	2.1	0.39	0	1	0	0	0	0	1	57	II	2	4	2	1	0	1	0	0	8	2	111	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	9	0	null	0	0	0	0	null	0	0	0	0	0	0	1.128	0	1	1	1	1	0	0	0	Never	0	3	Current	Neither	0	0	0	3.2	0	null	0	0	0	0	0	0	0	Home	0	0	6.4	25,138
417	1.4	Pediatric	Female	Black	Medicare	Urban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Interstitial	3.316	170.6	17.4	Contaminated	Negative	3.6	39.7	150	33	70	64	66	96	10	172.3	94.3	31.8	1	1	0	1	9.6	233	95	9.3	10.2	131.6	34.6	12.3	2.38	87	3.3	3.5	308	3,641	17.8	0.191	1	0	1	0	7.29	40	28.6	31.5	90.6	3.9	0.55	0	4	1	1	1	1	0	53	II	4	8	4	1	0	0	1	2	24	9	50	Severe	0	0	0	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	8	1	Azithromycin	0	0	0	0	null	0	0	0	1	1	0	1.152	0	0	0	0	0	0	0	0	Current	0	1	Current	Both	1	1	3.4	5.4	1	12.8	1	1	0	0	0	0	0	Died	0	0	5.2	112,429
418	73.6	Elderly	Male	Hispanic	Medicare	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	1.581	75.7	14.4	Negative	Negative	2.8	40.2	87	15	137	64	88.3	92	15	185.7	83.1	24.1	1	0	0	0	14.2	221	90.5	22.5	4	135.2	21.5	7.7	1.84	112	2.8	2.6	146	2,376	140.4	0.151	1	0	0	0	7.45	131	35.3	25.6	90.3	2.2	0.36	0	2	0	1	0	0	1	80	III	4	5	1	1	0	2	1	0	19	4	362	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	7	1	Azithromycin	1	0	0	1	COVID_O2_Requiring	10	0	0	0	0	1	0.53	0	0	0	0	1	0	0	1	Never	1	4	Current	Both	0	0	0	3.8	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	1	20,294
419	43.9	Adult	Male	Black	Medicare	Suburban	1	0	CAP	Viral	SARS_CoV2	0	0	J12.82	233,604,007	Lobar_Consolidation	0.504	87.8	6.6	Negative	Pneumococcal_pos	1.7	39.7	90	21	115	102	106.3	94	13	149.5	64	28.6	1	0	0	0	13.7	267	68.4	13.4	5.1	142.1	33	11.8	1.3	111	3.2	3.2	100	22	29.7	0.073	0	0	0	0	7.41	84	34.7	28	96.3	0.5	0.29	0	2	1	1	0	0	0	18	I	1	3	0	0	1	0	1	1	9	3	287	Mild	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	7	0	null	0	0	0	1	COVID_O2_Requiring	6	1	0	0	0	1	0.164	0	0	0	0	0	0	0	0	Never	0	2	Never	Both	0	0	0	1.1	0	null	0	0	0	0	0	0	0	Home_with_Services	0	1	6.1	24,934
420	82.7	Elderly	Male	Other	Uninsured	Urban	1	1	HAP	Bacterial	E_coli	0	0	J18.9	64,667,001	Interstitial	26.78	145.3	23.2	Negative	Negative	1.2	39.9	111	23	90	67	74.7	94	11	173.4	62.9	20.9	1	0	0	1	12.1	172	81	9.5	8.6	134.3	36.5	13	2.49	143	2.9	1.5	283	15	1	3.159	1	0	1	0	7.44	139	41.3	26.7	86.7	1.2	0.65	0	3	1	1	0	0	1	112	IV	3	4	1	0	0	1	0	2	22	8	213	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	1	0	null	0	0	0	0	0	0	8.653	0	0	0	0	0	0	0	0	Current	0	5	Prior_Year	Neither	0	0	0	2.2	0	null	0	0	0	0	1	1	0	SNF_or_Rehab	0	1	8.4	27,501
421	60.1	Adult	Male	White	Medicare	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.189	101.2	20.1	Contaminated	Negative	1.8	38.7	117	25	70	64	66	95	14	175.4	86.7	28.2	1	1	0	1	10.4	206	77.1	18.9	4.1	131.8	23	8.2	2.85	164	2.8	1.1	1,903	2,498	32.5	0.094	1	0	1	0	7.24	82	35.2	19.8	88.7	3.4	0.53	1	3	1	1	0	1	0	126	IV	4	5	2	1	1	0	0	1	12	5	154	Moderate	0	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	5	0	null	0	1	1	0	null	0	1	0	0	0	1	0.072	0	0	1	0	1	1	0	0	Former	0	1	Current	Both	0	0	0	11.7	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	5.7	5,000
422	3.6	Pediatric	Male	White	Medicaid	Urban	0	0	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Lobar_Consolidation	8.708	247.8	18.6	Negative	Negative	6	39	118	26	127	62	83.7	91	12	184.1	89.4	26.4	1	0	1	1	11.8	175	79.4	12.8	6.2	137.6	28.6	10.2	2.42	165	2.4	2.3	427	2,587	128.4	0.307	1	0	0	0	7.41	110	41.1	23.3	96.9	0.5	0.79	0	2	1	1	0	0	0	0	I	4	7	3	1	0	1	0	2	22	6	140	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	5	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	1	2.281	1	0	1	0	1	1	0	0	Current	0	1	Current	Neither	0	0	0	8.6	0	null	0	0	0	0	1	0	0	Home_with_Services	0	1	1.5	5,000
423	8.8	Pediatric	Male	Hispanic	Medicare	Urban	0	0	HCAP	Viral	Influenza_A	0	0	J09.X1	422,400,008	Patchy_Infiltrate	0.106	61.5	3.1	Negative	Negative	0.7	38.7	88	32	121	91	101	94	13	176	73.1	23.6	1	0	0	1	15.1	298	75	12.7	5.9	135.7	30.6	10.9	1.85	166	2.9	1.2	391	557	36.8	0.024	1	0	0	0	7.36	133	43.4	18.7	93.9	1.2	0.53	0	3	1	1	1	0	0	42	I	2	5	1	1	1	0	1	1	15	2	253	Mild	1	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	1	Azithromycin	0	0	0	1	Refractory_Shock	6.5	1	0	0	0	1	0.036	0	0	0	0	0	0	0	0	Former	0	1	Prior_Year	PPSV23_only	0	0	0	1.7	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	0	0	10.8	5,000
424	2.1	Pediatric	Female	Hispanic	Medicare	Rural	0	1	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Interstitial	4.525	258.9	13.3	Contaminated	Pneumococcal_pos	4.1	37.2	86	12	123	54	77	95	12	169.1	55.1	19.3	0	0	0	0	10.2	226	92.3	25.4	3.6	141	25.7	9.2	1.98	114	3.8	3.2	359	457	4.3	0.101	1	0	0	0	7.4	43	38	29	96.8	0.7	0.43	0	2	1	1	0	0	0	21	I	1	9	2	1	0	2	2	2	25	4	100	Severe	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	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	1	1.495	0	0	0	0	0	1	0	0	Former	0	2	Current	Neither	0	0	0	9.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	1	6.7	19,129
425	75.4	Elderly	Female	Hispanic	Private	Urban	0	0	HAP	Bacterial	Enterobacter_spp	0	0	J18.9	64,667,001	Lobar_Consolidation	0.718	95.9	13.8	Positive	Pneumococcal_pos	0	40.3	107	28	127	75	92.3	93	12	172.7	107.5	36	1	0	0	1	10.2	197	80.1	8.2	9.8	132.5	46.9	16.8	1.83	182	3.2	1.4	130	1,431	18.3	0.103	1	0	1	1	7.47	89	33.6	18.2	96.5	6.7	0.35	0	3	1	1	0	0	1	104	IV	4	4	0	0	1	1	0	2	19	8	255	Mild	1	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	4	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	0.104	0	0	0	0	0	0	0	0	Former	0	2	Current	Both	1	0	0	6.5	0	null	0	0	1	0	1	0	0	SNF_or_Rehab	0	1	1.6	31,392
426	68.8	Elderly	Male	White	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	0.94	195	18.7	Negative	Legionella_pos	6.4	39.9	131	14	121	65	83.7	85	12	159.9	102.8	40.2	1	0	1	0	10.1	151	83.8	10.7	7.9	136.6	31.1	11.1	1.9	235	3.3	3.2	629	1,802	47.7	0.46	1	0	0	1	7.34	40	36.6	24.5	93	4	0.53	0	3	1	1	0	0	1	93	IV	3	10	3	1	2	0	2	2	29	6	60	Severe	0	0	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	5	0	null	0	0	0	0	null	0	0	0	0	0	0	0.233	0	0	1	0	0	0	0	0	Never	0	2	Prior_Year	PPSV23_only	0	1	7.9	10.1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	4.7	56,766
427	74.8	Elderly	Female	White	Medicaid	Suburban	1	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Patchy_Infiltrate	1.756	48.3	13.3	Positive	Negative	1.1	38.9	105	34	108	50	69.3	87	10	163.7	36.3	13.5	1	0	1	1	10.4	143	84.3	18.2	4.6	145.4	46.6	16.6	1.92	151	2.7	4.7	1,946	330	136.1	0.521	1	0	0	0	7.39	84	37.4	26	88.9	4.9	0.58	0	4	1	1	1	0	1	116	IV	6	7	2	1	0	2	0	2	24	8	143	Moderate	0	0	0	Critical	IMV	1	2.2	5.4	5.7	10.5	14.4	16.9	1	0	0	0	1	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	3	0	Vancomycin	0	0	1	1	ARDS	6	0	0	0	0	0	0.536	0	1	0	1	1	0	0	0	Former	0	2	Never	Both	0	1	7.2	11	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	1	0	4.5	69,257
428	64.9	Adult	Male	Hispanic	Uninsured	Urban	0	0	HAP	Fungal	Candida_spp	0	0	J18.9	64,667,001	Lobar_Consolidation	0.137	2	14	Negative	Negative	0.9	40.3	107	16	102	58	72.7	87	11	153.3	109.5	46.6	1	0	1	0	11.4	202	71.1	6.3	11.2	134.9	16.8	6	1.72	135	3.5	4.8	832	1,950	4	1.058	1	0	1	0	7.31	154	27.7	19.9	94.6	1.7	0.47	1	1	1	0	0	0	0	92	IV	3	5	1	1	0	0	1	2	20	2	330	null	0	0	0	Mild	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	1	0	0	null	0	0	1	0	0	1	0.012	0	0	1	0	1	0	1	0	Current	0	2	Never	PPSV23_only	0	0	0	2.2	0	null	0	0	0	0	0	0	1	Home	1	1	1.1	29,420
429	0.8	Pediatric	Female	Hispanic	Medicaid	Suburban	0	1	HAP	Bacterial	A_baumannii	0	0	J18.9	64,667,001	Interstitial	24.28	65.5	19.3	Positive	Negative	0.3	38.9	95	41	93	69	77	82	10	184.4	75.4	22.2	1	0	1	1	12.8	225	84.2	22.2	3.8	135.5	28.5	10.2	2.61	145	2.6	4.1	2,871	382	28.4	1.482	1	0	0	0	7.34	45	34.3	17.9	81.5	4.3	0.58	1	3	1	1	1	0	0	40	I	4	10	4	3	0	1	0	2	20	7	77	Severe	0	0	0	Critical	IMV_ECMO	1	1.7	0.9	7	9.7	12.9	24.6	1	1	0	0	1	1	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	10	0	null	0	0	1	0	null	0	0	0	0	0	0	5.723	0	0	0	0	0	0	0	0	Never	0	1	Prior_Year	PPSV23_only	0	1	1.9	5.6	1	3.4	1	1	0	0	1	0	0	Died	0	0	3.6	89,734
430	58.7	Adult	Female	Black	Medicare	Suburban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Multilobar	0.19	76.8	11.6	Contaminated	Negative	2.5	37.6	143	25	113	57	75.7	82	12	173	84.2	28.1	0	0	1	1	12.2	133	92.5	11.8	7.8	128.9	6.5	2.3	2.44	168	2	3.7	2,942	730	471.2	0.2	1	0	1	0	7.27	59	32.6	20.9	87.5	0.5	0.62	1	1	1	0	0	0	0	83	III	4	5	3	0	0	0	0	2	22	3	95	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	5	1	Azithromycin	0	1	0	0	null	0	1	0	0	0	0	0.01	1	0	1	0	0	0	0	0	Former	0	2	Never	Neither	0	0	0	5.1	0	null	0	0	1	0	0	0	0	Home	0	0	4.3	33,184
431	95	Elderly	Male	Black	Medicaid	Suburban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Lobar_Consolidation	4.323	179.8	12.2	Contaminated	Negative	4.8	40	110	32	132	71	91.3	88	14	157.9	105	42.1	1	0	1	1	11.6	195	95	19.1	5	132.5	32.2	11.5	1.33	140	3.2	1.3	1,244	616	33.3	0.061	0	0	1	0	7.37	209	32.2	18.4	90.6	2.4	0.59	0	4	1	1	1	0	1	149	V	6	6	0	3	0	2	0	1	14	8	355	null	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	10	0	Vancomycin	0	0	1	1	ARDS	6	0	0	0	0	0	0.58	0	0	1	0	0	0	0	0	Never	0	5	Current	PPSV23_only	0	1	3.4	3.6	0	null	0	0	1	1	0	0	0	LTAC_or_SNF	0	0	2.3	75,259
432	41.5	Adult	Female	Black	Medicare	Urban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Lobar_Consolidation	5.66	106.9	15.2	Negative	Pneumococcal_pos	2.1	37.7	121	29	110	92	98	90	13	171	116.4	39.8	0	0	1	1	12.4	213	68.5	20.8	3.3	138.6	34	12.1	1.4	83	3.6	3.7	171	98	174.1	0.05	0	0	0	0	7.41	70	31.9	23.4	95.2	2.9	0.3	0	2	1	1	0	0	0	22	I	4	3	1	0	0	1	0	1	13	8	231	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	14	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	11.3	0	0	1	0	0	1.247	0	1	0	0	0	0	0	0	Former	0	1	Current	Neither	0	0	0	7.6	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	9	5,000
433	83.9	Elderly	Female	Black	Uninsured	Urban	0	0	HCAP	Viral	SARS_CoV2	0	0	J12.82	422,400,008	Multilobar	0.756	51	21.1	Negative	Pneumococcal_pos	0.1	38.7	103	22	138	72	94	91	12	180.8	102.1	31.2	1	0	1	1	13	222	65.1	14.3	4.6	135.3	5	1.8	1.81	96	2.9	4.2	284	122	1,735.3	0.207	1	0	0	0	7.45	40	32	18.9	91.3	0.5	0.51	0	2	1	0	0	0	1	99	IV	5	10	4	1	0	2	1	2	24	6	50	Severe	0	0	0	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	1	COVID_O2_Requiring	12.3	1	0	0	0	0	0.119	0	1	1	0	1	1	0	0	Former	0	4	Current	PCV13_only	0	1	3.3	5	0	null	0	0	1	0	1	0	0	LTAC_or_SNF	0	0	2.8	88,828
434	85.5	Elderly	Female	Black	Private	Rural	1	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	4.469	286.3	18.1	Negative	Negative	6.6	39	103	21	120	54	76	94	15	178.9	85.3	26.6	1	0	0	0	8.6	83	80.3	13	6.2	139.4	27.7	9.9	1.86	192	3.9	0.5	3,826	9,652	7.5	0.153	1	1	0	1	7.35	72	43.8	19.5	86.3	2.7	0.51	1	2	0	1	0	0	1	108	IV	2	6	4	0	0	1	1	0	20	6	140	Moderate	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	0	null	0	0	1	0	null	0	0	0	0	0	1	1.43	0	0	0	0	0	0	0	0	Former	0	6	Prior_Year	PPSV23_only	0	0	0	5.7	1	7.1	1	1	0	0	0	1	0	Died	0	0	5	5,000
435	7.5	Pediatric	Female	Hispanic	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	47.684	230.6	18.7	Negative	Negative	2.6	39	70	16	124	63	83.3	94	13	157.8	49.7	20	1	0	0	0	14.5	149	89.7	17	5.3	139.3	29	10.4	1.17	195	3	4.1	412	71	1.6	0.129	0	0	0	1	7.38	40	35.2	25.8	87.4	2.2	0.31	0	2	1	1	0	0	0	23	I	1	6	3	1	1	0	0	1	17	6	91	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	3	0	null	0	0	0	0	null	0	0	0	0	0	0	13.022	0	0	0	0	0	1	0	0	Never	0	3	Never	Both	0	0	0	8	0	null	0	0	1	0	0	0	0	Home_with_Services	0	0	3.5	5,000
436	95	Elderly	Female	Hispanic	Medicare	Rural	0	1	HAP	Bacterial	E_coli	0	0	J18.9	64,667,001	Multilobar	1.938	225.1	14.5	Negative	Negative	0	39.6	63	27	156	67	96.7	90	13	133.5	35.4	19.9	1	0	1	1	10.2	105	83.5	19.9	4.2	131.5	32.6	11.6	1.73	216	3.6	1.1	492	612	11.5	0.07	1	0	1	1	7.35	54	42.9	25.3	92.8	1.3	0.38	0	3	1	1	0	0	1	121	IV	6	4	0	1	0	0	2	1	14	5	145	Moderate	0	0	0	Severe	IMV	1	15.9	2.7	6.9	12.7	13.3	20.8	0	0	0	0	1	1	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	11	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	0	0.278	1	1	0	0	0	0	0	0	Never	0	2	Never	Both	0	0	0	1.4	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	1.9	22,865
437	5.6	Pediatric	Male	White	Medicare	Rural	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Interstitial	12.636	93.9	20.7	Positive	Pneumococcal_pos	2.6	39.1	118	18	148	70	96	89	14	172.3	99.3	33.4	1	0	1	0	11.5	218	85.1	11.6	7.3	141.8	6.7	2.4	0.49	151	4.3	2.3	100	623	44.7	0.502	0	0	0	0	7.4	40	38.4	22.6	93.6	0.5	0.42	0	1	1	0	0	0	0	16	I	3	8	3	1	0	2	1	1	30	2	50	Severe	1	0	1	Critical	IMV_ECMO	1	51.6	3.6	5.6	12.6	12.8	23.5	1	1	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	8	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	1	0.707	0	0	1	0	0	0	0	0	Never	0	2	Current	Both	0	1	14.9	18.2	0	null	0	0	0	0	1	0	1	LTAC_or_SNF	0	0	4.1	99,288
438	79.6	Elderly	Female	White	Medicare	Urban	1	1	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Patchy_Infiltrate	0.063	95.2	6.2	Negative	Negative	0.1	39.6	107	21	138	71	93.3	93	12	158.2	109.5	43.7	1	0	0	0	12.2	126	67.4	7	9.7	131.1	38.8	13.9	1.49	119	3.1	2.8	469	399	179.2	0.03	0	0	1	0	7.32	61	28.2	15.5	87.8	1.6	0.21	1	3	1	1	0	0	1	101	IV	3	6	1	1	1	0	1	2	13	4	288	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	7	0	null	0	1	1	0	null	0	0	0	1	0	1	0.01	0	0	0	0	0	0	0	0	Former	1	4	Current	Both	0	0	0	1.6	1	3.2	1	1	0	0	0	0	0	Died	0	0	3.2	62,610
439	65.4	Elderly	Female	Hispanic	Uninsured	Suburban	0	0	HAP	Bacterial	P_aeruginosa	0	0	J15.1	64,667,001	Patchy_Infiltrate	4.789	123.8	24.3	Negative	Pneumococcal_pos	12.7	38.1	105	26	98	75	82.7	91	13	174.8	62.1	20.3	0	0	1	1	11.8	166	74.1	24.6	3	133.8	25.9	9.3	1.55	134	3.2	2	920	950	503.8	0.064	1	0	1	0	7.26	40	37.3	27.5	88.9	1.6	0.45	0	3	1	1	0	0	1	87	III	4	7	3	0	0	0	3	1	21	4	50	Severe	1	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	9	1	Azithromycin	0	0	0	1	Refractory_Shock	6	0	0	0	0	1	1.109	0	1	1	0	1	0	0	0	Never	0	8	Current	Both	0	0	0	4.9	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	10.7	12,517
440	61.7	Adult	Female	Asian	Medicaid	Urban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	19.252	301.6	26.2	Contaminated	Negative	3.6	39.5	87	22	144	88	106.7	87	13	178.5	74.1	23.3	1	0	1	1	12.3	97	59.9	8.8	6.8	136.5	39.2	14	2.47	105	3	2.8	656	828	38	0.059	1	1	0	0	7.3	230	27	19.8	90.7	2.7	0.76	1	2	1	1	0	0	0	66	II	3	4	1	0	1	1	0	1	10	3	301	null	1	1	1	Critical	IMV	1	3.6	4.7	5.3	10.2	11.9	19.4	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	6	0	null	1	0	0	0	null	0	0	0	0	0	0	6.099	0	0	0	1	0	1	0	0	Never	0	2	Prior_Year	Both	0	0	0	3.1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	6.5	13,595
441	61.9	Adult	Male	Black	Uninsured	Suburban	1	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	2.959	321.6	16.1	Negative	Pneumococcal_pos	0.4	37.4	83	20	113	72	85.7	91	14	180.2	67.7	20.8	0	0	1	0	12.4	178	77.9	18.5	4.2	143.5	22.5	8.1	1.52	87	4.2	0.5	182	85	27.1	0.088	1	0	0	0	7.4	40	40.3	31.4	99.3	2.6	0.21	0	2	1	1	0	0	0	76	III	3	5	2	1	0	1	0	1	20	4	165	Moderate	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	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	0.773	0	0	0	0	0	0	0	0	Never	0	1	Prior_Year	Both	0	1	15.6	21.1	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	1	79,142
442	4.4	Pediatric	Female	White	Medicare	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Patchy_Infiltrate	0.109	50	19.5	Negative	Negative	6.8	40.6	127	27	102	54	70	86	13	187.2	67.2	19.2	1	0	1	1	10.8	104	60	12.2	4.9	131.7	36	12.9	1.72	173	3.2	3.8	434	1,089	12.6	0.917	1	0	1	0	7.36	172	33.1	21.2	91	2.2	0.66	0	2	1	1	0	0	0	24	I	4	4	1	1	0	0	1	1	12	3	263	Mild	1	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	9	1	Azithromycin	0	0	0	0	null	0	1	0	0	0	0	0.01	0	0	0	0	1	0	0	0	Never	0	1	Prior_Year	PPSV23_only	0	0	0	8	0	null	0	0	1	0	0	0	0	Home_with_Services	0	0	1.8	9,600
443	86	Elderly	Male	Hispanic	Private	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Interstitial	24.574	252.2	13.8	Negative	Pneumococcal_pos	0.9	37.5	132	19	74	85	81.3	89	15	181.6	103.6	31.4	0	1	1	0	15	256	93	15	6.2	137.6	38.5	13.7	1.4	172	4.4	1.6	1,545	147	1	0.088	0	0	0	0	7.43	104	41.5	23.5	98.8	4.4	0.51	0	3	0	1	0	1	1	101	IV	6	4	1	0	1	1	1	0	15	6	205	Mild	1	0	0	Severe	IMV	1	4.2	6	6.1	7.9	15.8	32.4	0	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	6	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	5.241	0	0	0	0	0	0	0	1	Former	0	3	Current	PCV13_only	0	0	0	2.5	1	0.2	1	1	1	0	0	0	0	Died	0	0	1.6	6,399
444	67.7	Elderly	Female	White	Medicare	Suburban	0	1	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	4.734	2	12.3	Negative	Pneumococcal_pos	2.3	38.3	85	18	124	89	100.7	91	14	187.2	84.8	24.2	0	0	1	0	13.8	248	94	26	3.6	138.3	19.1	6.8	1.91	221	3.6	0.5	617	3,656	8.7	0.105	1	0	0	1	7.46	40	46.1	22	93.8	3.8	0.21	0	2	1	0	0	0	1	79	III	3	5	2	0	1	0	1	1	11	4	191	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	7	1	Azithromycin	0	0	1	1	ARDS	9.6	0	0	0	0	1	1.827	1	0	0	0	0	0	0	1	Former	1	4	Current	Neither	0	0	0	2.9	0	null	0	0	0	0	1	0	0	Home_with_Services	1	1	1	15,694
445	51.3	Adult	Male	Black	Private	Suburban	1	1	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	16.601	166.3	12	Negative	Negative	1.2	37.9	119	33	88	71	76.7	88	13	183.2	75	22.3	0	1	1	1	12.1	198	82.6	13.4	6.1	138.6	33.5	12	2.28	157	2.8	1.3	1,042	854	5.4	0.409	1	0	0	0	7.34	178	24.4	23	92.9	3.2	0.59	0	4	1	1	1	1	0	112	IV	6	5	0	1	1	1	1	1	23	6	299	Mild	1	0	0	Critical	IMV	1	10.7	3.1	5.2	9	14.8	17.2	0	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	8	0	null	0	0	1	0	null	0	0	0	1	0	0	6.083	0	0	0	0	0	0	0	1	Current	0	1	Current	Both	0	1	2.4	4	1	8.7	1	1	0	0	1	0	0	Died	0	0	5.3	36,715
446	77.4	Elderly	Female	Asian	Medicare	Suburban	0	1	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Lobar_Consolidation	0.054	22.8	14.8	Negative	Negative	0.2	38.5	110	25	114	65	81.3	92	14	184.1	138.5	40.8	1	0	0	1	12.8	165	66.2	11.7	5.7	140.6	45.5	16.2	1.96	107	2.8	0.9	959	160	83.8	0.127	1	0	0	0	7.27	40	31.9	35.8	96.4	2.4	0.66	0	3	1	1	0	0	1	109	IV	6	8	4	0	0	1	2	1	23	8	50	Severe	0	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	8	0	null	0	0	0	0	null	0	0	0	0	0	1	0.017	1	1	0	0	0	0	0	0	Never	0	3	Current	Both	0	0	0	4.5	0	null	0	0	1	0	0	1	0	SNF_or_Rehab	1	1	4.6	15,307
447	78.8	Elderly	Female	Hispanic	Medicare	Urban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Patchy_Infiltrate	2.345	97.1	16.5	Negative	Negative	0.1	38.7	97	20	94	80	84.7	94	12	167.6	48.4	17.3	1	0	0	0	10.7	66	82.9	15	5.5	135.7	21.9	7.8	0.84	142	3.4	1	100	505	1	0.172	0	1	0	0	7.43	59	29.6	21.9	93.7	1	0.27	0	3	1	1	0	0	1	100	IV	3	5	0	1	0	0	2	2	18	4	216	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	10	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	0	0.35	0	1	0	1	0	0	0	0	Former	0	6	Current	Neither	0	0	0	2.6	0	null	0	0	0	0	0	0	1	SNF_or_Rehab	1	1	1.3	33,396
448	74.8	Elderly	Male	Hispanic	Private	Urban	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Patchy_Infiltrate	6.224	94.6	16.2	Negative	Negative	4	38.3	134	22	146	69	94.7	98	15	153.8	92.1	38.9	1	0	0	1	16.3	171	95	12.9	7.4	141	11.8	4.2	1.17	139	2.3	2.8	517	84	5.1	0.169	0	0	0	0	7.39	109	49.3	28.1	93.6	2.5	0.36	0	1	0	0	0	0	1	65	II	2	2	0	1	0	1	0	0	15	5	302	null	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	10	1	Azithromycin	1	0	0	1	COVID_O2_Requiring	6	0	0	0	0	1	0.359	0	1	1	0	0	0	0	0	Never	0	6	Never	Neither	0	0	0	1.9	0	null	0	0	1	0	0	0	1	Home	0	0	1.3	7,563
449	4.2	Pediatric	Male	White	Medicare	Rural	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	7.551	159.4	23.6	Negative	Negative	0.9	39.7	91	24	125	48	73.7	97	13	195.3	56.9	14.9	1	0	0	1	10	155	83.9	12.6	6.7	142.6	31.6	11.3	1.36	127	3.1	0.7	1,169	445	18.1	0.028	0	0	0	0	7.39	40	34.2	23.7	92.8	2.5	0.42	0	2	1	1	0	0	0	12	I	1	6	2	2	1	0	0	1	13	1	51	Severe	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	4	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	1.584	0	0	0	0	0	1	0	0	Never	0	2	Never	PCV13_only	0	0	0	6.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	1	1	7,780
450	60.9	Adult	Male	Hispanic	Private	Urban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Patchy_Infiltrate	0.21	97.7	14.7	Negative	Negative	1.4	39.1	124	18	153	78	103	99	13	168.7	76.5	26.9	1	0	0	0	12.1	218	91.7	12.6	7.3	144	43.1	15.4	1.73	166	3	3.6	287	248	29.5	0.075	1	0	0	0	7.46	89	28.2	27.5	95.5	1.8	0.57	0	2	1	1	0	0	0	78	III	1	9	3	2	0	2	1	1	21	4	156	Moderate	1	1	1	Critical	Simple_Mask	0	0	0	0	0	0	0	0	0	0	0	0	0	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	12	0	null	0	0	0	0	null	0	1	0	0	0	1	0.038	0	0	0	1	0	0	0	1	Former	0	2	Prior_Year	Both	0	1	4.1	4.4	0	null	0	0	1	0	0	0	0	LTAC_or_SNF	1	1	1.7	107,516
451	5.3	Pediatric	Female	Asian	Private	Urban	1	0	CAP	Bacterial	K_pneumoniae	0	0	J15.0	233,604,007	Interstitial	2.443	208.9	6.9	Negative	Negative	4.8	38.5	109	26	93	81	85	93	11	181.5	83.3	25.3	1	0	0	1	11.3	242	75.3	25.3	3	138.7	42	15	1.94	105	3.4	2.1	1,338	105	17.3	0.213	1	0	0	0	7.42	94	49.3	15	96.5	1.7	0.4	0	2	1	1	0	0	0	9	I	2	6	1	1	0	2	0	2	20	3	232	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	8	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	6.4	0	0	0	0	0	0.7	0	0	0	0	1	1	0	1	Never	0	2	Current	Neither	0	1	2.9	5.2	0	null	0	0	0	0	1	0	1	LTAC_or_SNF	0	0	4.5	70,533
452	52	Adult	Female	Black	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	4.473	48.2	22.3	Negative	Negative	1.3	38.7	100	24	141	89	106.3	94	11	161.9	98.6	37.6	1	0	0	1	11.3	226	71	20.2	3.5	137.6	33.8	12.1	1.71	156	4.3	1.6	713	95	251.8	0.579	1	0	0	0	7.4	135	32	30.7	94.9	2.6	0.44	0	2	1	1	0	0	0	74	III	1	5	0	1	0	1	1	2	9	4	308	null	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	7	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	1	0.334	0	1	0	0	0	0	0	1	Never	0	2	Current	Neither	0	0	0	6	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	11.6	56,022
453	40.5	Adult	Male	Hispanic	Uninsured	Urban	0	1	VAP	Bacterial	A_baumannii_XDR	0	1	J18.9	429,271,009	Lobar_Consolidation	2.635	259.1	8.8	Negative	Negative	3.4	40.2	131	16	76	60	65.3	88	14	178.6	74.3	23.3	1	1	1	0	10.6	277	80.3	12.1	6.6	134.2	5	1.8	1.77	185	3.1	2.8	1,418	16,731	296	0.82	1	0	1	1	7.38	54	25.2	23.5	90.5	2.8	0.44	0	2	1	0	0	1	0	61	II	5	3	0	0	0	1	1	1	6	7	123	Moderate	0	0	1	Critical	IMV_ECMO	1	18.3	9.2	7.7	9.5	14.5	27.9	0	1	0	0	1	1	0	VAP_Protocol	Meropenem	2,000	q8h	IV	5	0	null	0	0	0	1	COVID_O2_Requiring	6	0	0	0	0	1	0.983	0	0	0	0	0	1	0	0	Never	1	4	Current	Neither	0	1	1.1	6	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	1	32,481
454	4.9	Pediatric	Male	White	Private	Suburban	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	14.175	262.8	11.1	Positive	Negative	9.3	39.6	105	31	118	75	89.3	95	15	141.1	71.9	36.1	1	0	0	1	10.5	165	60.2	22.1	2.7	131.3	16.9	6	1.2	206	2.4	4	373	368	5	1.455	0	0	1	1	7.45	92	29.6	22	87.8	1.1	0.43	0	1	0	0	1	0	0	15	I	1	5	0	0	0	2	3	0	13	2	212	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	14	0	null	0	0	0	1	COVID_O2_Requiring	6	0	0	0	0	0	4.36	0	0	1	0	0	0	0	0	Former	0	2	Current	PCV13_only	1	0	0	1.1	0	null	0	0	0	0	1	0	0	Home	0	0	4.2	16,220
455	5.8	Pediatric	Male	White	Medicaid	Urban	0	0	CAP	Bacterial	S_pneumoniae	1	0	J13	233,604,007	Lobar_Consolidation	3.513	146.8	16	Negative	Negative	4	38	103	32	98	72	80.7	88	12	163.5	73.9	27.6	0	0	1	1	14	150	95	5.1	18.5	135.2	21.3	7.6	2.86	169	2.7	0.5	1,384	211	266.3	0.287	1	0	0	0	7.34	81	36.2	25.9	91.8	2.7	0.63	0	3	1	1	1	0	0	41	I	4	8	2	1	0	1	2	2	17	4	130	Moderate	0	0	0	Severe	IMV	1	9.4	10.1	7.1	9.7	17.7	22.2	0	0	0	0	1	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	15	0	Vancomycin	0	0	0	1	COVID_O2_Requiring	9.5	0	0	0	0	1	1.37	0	0	0	0	0	0	0	0	Never	0	1	Current	Both	0	0	0	9.7	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	0	0	12.7	25,658
456	58.4	Adult	Male	White	Private	Suburban	1	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Interstitial	0.344	125.2	16.2	Contaminated	Pneumococcal_pos	0.7	38.2	126	19	105	72	83	85	14	166.9	56.2	20.2	0	0	1	0	9.5	274	81.2	24	3.4	137.3	26.2	9.3	1.28	193	3.4	4.6	100	138	228.3	0.078	0	0	0	1	7.34	121	36.5	23.5	92.5	1.2	0.46	0	2	1	1	0	0	0	75	III	3	4	1	0	0	2	0	1	14	5	260	Mild	1	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	14	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	6	1	0	0	1	1	0.121	0	0	0	0	0	1	0	1	Current	0	1	Current	PCV13_only	0	0	0	5.1	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	3	14,018
457	20.7	Adult	Female	White	Medicaid	Rural	1	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.162	68.8	6.8	Positive	Negative	0.9	39.2	123	17	104	73	83.3	97	14	173.1	93.9	31.3	1	0	0	0	13.9	214	88.4	23.7	3.7	136.5	45.5	16.3	0.88	133	3.3	3.5	388	680	12.8	0.116	0	0	0	0	7.38	41	31.3	18.4	94.4	0.9	0.4	0	2	1	1	0	0	0	15	I	1	6	2	1	0	2	0	1	21	4	103	Moderate	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	8	1	Azithromycin	0	1	0	0	null	0	0	0	0	0	1	0.032	0	1	0	1	0	0	0	0	Never	0	1	Never	PPSV23_only	0	0	0	3.7	0	null	0	0	1	0	0	0	0	Home_with_Services	0	0	2.9	11,880
458	46.3	Adult	Female	White	Medicaid	Rural	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Lobar_Consolidation	0.564	196.9	10.8	Positive	Negative	3.5	39.3	125	25	94	70	78	85	14	179.8	86.2	26.7	1	0	1	1	13	178	75.9	28.3	2.7	138.8	14.7	5.3	0.95	143	4	2.4	1,067	149	23.3	0.133	0	0	0	0	7.31	152	32.6	12.8	92.8	2.4	0.48	1	1	1	0	0	0	0	22	I	4	3	2	0	0	0	0	1	17	3	313	null	1	1	1	Critical	IMV	1	2.9	4.6	6	6.2	15.5	27.1	0	0	0	0	1	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	9	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	1	0.159	0	0	0	0	0	0	0	0	Never	0	1	Never	Both	0	0	0	4	1	3.1	1	1	0	0	0	0	0	Died	0	0	3.4	23,692
459	81.8	Elderly	Male	Other	Medicaid	Suburban	0	0	VAP	Bacterial	P_aeruginosa	0	0	J15.1	429,271,009	Interstitial	9.408	99.7	8.2	Negative	Negative	0.6	38.3	40	20	81	69	73	90	15	156	89.6	36.8	1	1	1	0	10.4	307	66.8	18.8	3.6	129.5	60.1	21.5	2.14	220	3.5	5.1	1,001	104	43.3	0.144	1	0	1	1	7.35	71	34.1	28.7	96	2.4	0.49	0	3	0	1	0	1	1	96	IV	6	7	2	2	1	2	0	0	29	5	144	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	12	0	null	1	0	0	0	null	0	0	0	0	0	1	3.255	1	0	0	0	0	1	0	0	Former	0	3	Never	Both	0	1	9.9	14.9	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	3.1	80,611
460	55	Adult	Female	Hispanic	Private	Urban	1	0	VAP	Bacterial	S_aureus_MRSA	1	0	J15.212	429,271,009	Lobar_Consolidation	1.125	223.6	20	Negative	Negative	4.5	40.3	125	38	88	72	77.3	82	12	175.3	78.5	25.5	1	1	1	1	11.6	198	95	12.9	7.3	133.4	34.6	12.4	3.39	124	3.2	3.8	4,242	739	41.4	0.605	1	0	1	0	7.33	92	39.8	19.3	84	3.2	0.58	1	4	1	1	1	1	0	119	IV	6	6	1	0	0	2	1	2	19	6	159	Moderate	0	0	1	Critical	IMV_ECMO	1	2.2	1.5	6.2	9.5	14.6	15	0	1	0	0	1	1	1	VAP_Protocol	Meropenem	2,000	q8h	IV	7	1	Azithromycin	0	0	1	1	ARDS	8.3	0	0	0	0	1	0.137	0	0	1	0	0	1	0	0	Current	0	1	Current	Neither	0	1	12.5	15.7	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	5.5	14,025
461	70.4	Elderly	Male	White	Medicare	Suburban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.041	2	19.5	Negative	Pneumococcal_pos	17.9	37.9	102	19	118	87	97.3	97	13	181.5	75.8	23	0	0	0	0	11.9	197	67.7	24.6	2.7	145.4	13.6	4.9	1	130	3.3	2.1	254	273	4.8	0.172	0	0	0	0	7.4	114	39.1	21	88.3	3.2	0.55	0	2	1	0	0	0	1	77	III	3	5	1	1	1	1	0	1	18	3	209	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	1	1	0	null	0	0	0	0	0	1	0.01	1	0	1	0	1	0	0	1	Former	0	3	Current	Both	0	0	0	1	0	null	0	0	0	0	0	1	0	Home_with_Services	0	0	14	6,183
462	5.5	Pediatric	Female	White	Medicare	Rural	0	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Interstitial	5.28	51.9	8.6	Negative	Pneumococcal_pos	1.4	40.2	104	33	130	60	83.3	95	13	193.8	105.9	28.2	1	0	0	1	9.5	145	84.2	10.9	7.7	140.3	38.6	13.8	2.58	202	3.7	1.7	249	217	173.6	0.039	1	0	0	1	7.36	72	31.9	20.2	87.4	2	0.7	0	3	1	1	1	0	0	51	I	2	5	2	0	0	0	2	1	17	7	103	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	9	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	1	0.832	0	0	1	0	0	0	0	0	Never	0	1	Current	Both	0	0	0	3.7	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	1.8	22,415
463	86.6	Elderly	Male	White	Private	Suburban	0	0	CAP	Bacterial	Legionella_pneumophila	0	0	J15.0	233,604,007	Patchy_Infiltrate	4.147	171.5	19.3	Negative	Negative	2.2	39.4	113	19	117	69	85	93	14	175.8	102.5	33.2	1	0	0	0	9.7	292	84.5	13.1	6.5	139.2	37.5	13.4	1.64	144	2.8	3.7	100	94	34.8	0.505	1	0	0	0	7.49	40	34.6	28.6	90.4	5	0.25	0	3	1	1	0	0	1	115	IV	3	5	1	0	0	1	2	1	18	6	149	Moderate	1	0	0	Severe	IMV	1	25.4	13.7	5.9	11.2	16.5	26	1	0	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	14	1	Azithromycin	0	0	0	0	null	0	0	0	0	0	1	0.842	0	1	0	0	0	0	0	0	Current	0	6	Prior_Year	PPSV23_only	0	0	0	4	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	1	11,281
464	62.8	Adult	Female	Asian	Medicare	Suburban	0	0	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Interstitial	7.584	165.2	19.1	Negative	Negative	5.6	37.9	108	23	132	65	87.3	96	13	162.9	111.1	41.9	0	0	0	1	13.1	212	81	14.8	5.5	138.2	34.8	12.4	2.25	143	3.7	1.3	308	207	8.6	0.016	1	0	0	0	7.44	121	40.4	20.6	97	3.3	0.55	0	2	1	1	0	0	0	88	III	1	6	2	2	0	1	0	1	21	3	221	Mild	1	0	0	Moderate	IMV_ECMO	1	16.7	18.3	6.4	9.4	13.6	22.3	0	1	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	12	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	0	2.037	0	1	0	0	0	0	0	0	Former	1	2	Current	Neither	1	0	0	3.8	0	null	0	0	0	0	1	0	0	Home_with_Services	1	1	1.4	16,048
465	69.4	Elderly	Female	White	Medicare	Suburban	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Interstitial	5.419	199.1	10.5	Positive	Negative	0.4	38.3	112	28	88	65	72.7	92	12	154	88.2	37.2	0	1	0	1	13.3	208	71.5	24.6	2.9	135.7	14.8	5.3	1.03	137	3.2	1.8	629	154	3.2	0.087	0	0	0	0	7.39	132	46.8	25.8	88.9	0.6	0.53	0	3	1	0	0	1	1	121	IV	6	4	1	0	1	0	0	2	19	6	251	Mild	0	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	8	0	null	0	0	0	0	null	0	0	0	0	0	1	0.771	0	1	0	0	0	1	0	0	Current	1	5	Current	Neither	0	0	0	1	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	5.8	26,948
466	95	Elderly	Male	Black	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	0.173	134.5	4.1	Positive	Negative	6.7	38.3	96	21	105	52	69.7	100	12	188.1	109.8	31	1	0	0	0	12.5	250	78.2	10.8	7.2	129.9	31.2	11.1	1.15	155	2.6	3	924	134	4.9	0.494	0	0	1	0	7.4	57	29.7	21.6	88.9	3.8	0.3	0	3	1	1	0	0	1	110	IV	3	8	2	0	1	1	2	2	27	6	191	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	13	1	Azithromycin	0	1	0	0	null	0	0	0	0	0	1	0.035	1	0	0	0	0	0	0	0	Former	0	4	Current	Both	0	1	1	1.9	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	1	3.9	89,449
467	87.7	Elderly	Female	Asian	Private	Suburban	0	1	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	3.039	312	8.9	Negative	Negative	4.3	39	129	25	125	71	89	94	15	176.1	70.8	22.8	1	0	0	1	11.1	261	70.5	9.7	7.2	138.6	13.8	4.9	1.67	196	3.5	3.8	100	538	13.8	0.28	1	0	0	1	7.47	145	42.7	17.7	94.7	1.1	0.41	0	1	0	0	0	0	1	95	IV	3	2	0	0	0	0	2	0	14	4	357	null	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	0	0	0	1	COVID_O2_Requiring	9.1	0	0	0	0	0	0.842	0	1	0	0	1	0	0	0	Never	0	5	Current	PPSV23_only	0	0	0	1	0	null	0	0	0	0	0	0	0	Home	0	0	6.5	17,879
468	60.4	Adult	Female	White	Medicare	Urban	0	0	VAP	Bacterial	P_aeruginosa	1	0	J15.1	429,271,009	Interstitial	7.464	191.2	12.7	Contaminated	Negative	0.9	39.1	125	33	110	72	84.7	85	13	167.8	75.6	26.9	1	0	1	1	10.8	215	90.4	14	6.4	125.5	23.9	8.5	2.59	204	3.7	2.1	2,938	15,454	190.8	0.157	1	0	1	1	7.32	130	31.8	24.9	92.9	6.3	0.52	0	3	1	1	1	0	0	92	IV	4	3	1	1	0	0	0	1	20	5	249	Mild	1	0	1	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	6	0	Vancomycin	0	0	0	1	ARDS	6.5	0	0	0	0	1	2.527	1	0	1	0	1	0	0	0	Current	1	1	Current	Neither	0	1	5.7	9.3	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	1	25,478
469	0	Pediatric	Male	Hispanic	Private	Urban	0	0	CAP	Bacterial	Legionella_pneumophila	0	0	J15.0	233,604,007	Patchy_Infiltrate	32.083	196.3	22.2	Negative	Negative	2.8	37.9	113	21	95	68	77	91	12	150.2	106.3	47.1	0	0	1	0	11.1	258	86	19.4	4.4	135.2	26.1	9.3	1.63	155	3	3.5	136	2,786	5.6	1.556	1	0	0	0	7.33	40	25.9	27	86.3	2.7	0.71	0	2	1	1	0	0	0	26	I	3	7	3	1	1	0	0	2	21	4	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	7	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	9.4	0	0	0	0	1	4.152	0	0	1	0	0	0	0	0	Never	0	2	Current	PPSV23_only	0	0	0	3.8	0	null	0	0	1	0	1	0	0	Home_with_Services	1	0	2.8	20,778
470	60.1	Adult	Male	Other	Medicaid	Suburban	0	0	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Lobar_Consolidation	0.079	99.8	13.9	Negative	Pneumococcal_pos	2.7	37.7	113	18	127	70	89	90	13	157.8	98.6	39.6	0	0	1	0	8.2	227	80.2	10.7	7.5	136.5	17.8	6.4	1.91	199	4	0.9	389	7,117	83.1	0.089	1	0	0	1	7.4	221	24.6	19.8	85.3	3.2	0.69	0	1	1	0	0	0	0	93	IV	3	2	0	0	1	0	0	1	9	4	323	null	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	1	Azithromycin	0	1	0	0	null	0	1	0	0	0	0	0.026	0	0	0	0	0	0	1	0	Former	0	2	Current	Both	0	0	0	4.3	0	null	0	0	0	0	1	0	0	Home	0	1	5.4	11,180
471	72.6	Elderly	Female	White	Medicaid	Urban	0	0	HAP	Bacterial	S_maltophilia	0	0	J18.9	64,667,001	Multilobar	0.873	250.2	11.4	Contaminated	Negative	1.4	40	136	22	90	69	76	86	12	174.9	73.6	24.1	1	0	1	1	10.9	204	77.8	15.2	5.1	132.8	49.7	17.7	3	188	2	0.7	482	290	107.6	0.029	1	0	1	1	7.36	40	40.6	20.4	84.7	4	0.55	0	3	1	1	0	0	1	107	IV	5	7	3	0	0	1	1	2	19	4	50	Severe	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	6	0	null	1	0	1	1	ARDS	11.5	0	0	0	0	0	0.331	0	0	0	0	0	0	0	0	Former	0	6	Never	PPSV23_only	0	0	0	3.2	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	1	1	5,000
472	63.4	Adult	Male	White	Medicare	Rural	1	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Patchy_Infiltrate	2.946	220.3	16	Negative	Negative	19.8	39.4	126	29	92	85	87.3	82	9	171.9	57	19.3	1	0	1	1	12.4	132	95	21.7	4.4	144.4	24.4	8.7	1.42	197	2.4	1.9	1,000	5,956	44.8	0.35	0	0	0	1	7.39	95	43.1	22.1	93.2	3.4	0.38	0	2	1	1	0	0	0	97	IV	4	5	0	1	0	1	0	3	17	6	251	Mild	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	6	1	Azithromycin	0	0	0	0	null	0	0	0	0	1	1	0.57	0	0	0	0	0	0	0	0	Never	0	2	Current	PCV13_only	0	0	0	1.7	0	null	0	0	0	0	0	0	1	Home_with_Services	0	0	4.1	27,587
473	0.5	Pediatric	Male	Other	Private	Suburban	0	1	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Interstitial	0.112	102.5	6.6	Negative	Legionella_pos	5.2	38.6	93	22	128	69	88.7	95	14	146.6	75.5	35.1	1	0	0	1	12.6	345	65.1	25	2.6	145.2	17.9	6.4	0.88	100	3.4	2.5	285	355	37	0.01	0	0	0	0	7.47	125	34.4	25.7	96.3	0.9	0.45	0	1	1	0	0	0	0	15	I	1	6	0	2	0	2	1	1	14	3	277	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	4	1	Azithromycin	0	1	0	0	null	0	1	0	0	0	1	0.027	1	0	0	0	0	0	0	0	Never	0	1	Current	PCV13_only	0	0	0	1.9	0	null	0	0	0	0	1	0	1	Home	0	0	2.9	5,000
474	1.9	Pediatric	Male	Asian	Private	Urban	0	0	CAP	Atypical	C_pneumoniae	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.272	112.8	17.5	Positive	Legionella_pos	5.3	39.3	124	31	108	55	72.7	84	15	175	64.9	21.2	1	0	1	1	15.1	102	65.7	16.2	4	140.2	19.2	6.8	1.71	229	2.9	2.7	1,203	1,927	102.4	0.066	1	0	0	1	7.33	160	33.6	29.9	88.3	1.4	0.59	0	1	0	0	1	0	0	19	I	3	4	0	0	1	1	2	0	12	1	271	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	6	1	Azithromycin	0	1	0	1	COVID_O2_Requiring	6	0	0	0	0	1	0.015	0	1	0	0	0	0	0	0	Never	0	1	Never	PCV13_only	0	0	0	12.4	0	null	0	0	1	1	0	0	0	Home	0	0	9.7	5,000
475	63.3	Adult	Female	Hispanic	Private	Suburban	1	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	15.111	52.3	9.2	Negative	Negative	2.3	38.3	104	22	103	70	81	81	14	150.7	117.9	51.9	0	0	1	1	9.9	223	79	15.2	5.2	133.2	38.1	13.6	1.33	160	2.9	1.3	3,511	682	2	0.272	0	0	1	0	7.31	40	25.5	21.6	96.3	2.6	0.6	1	2	1	1	0	0	0	76	III	3	6	2	1	2	0	0	1	14	3	53	Severe	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	1	Azithromycin	0	0	0	1	ARDS	7.2	0	0	0	0	1	4.512	1	0	0	0	0	0	0	0	Never	0	1	Never	Both	0	0	0	3.3	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	1	12,853
476	95	Elderly	Male	Hispanic	Private	Suburban	1	0	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	6.826	54.9	11.3	Negative	Negative	4.7	39.4	144	20	95	90	91.7	87	10	182.9	96.7	28.9	1	0	1	0	9.9	87	79.4	23.5	3.4	143.2	24.3	8.7	2.43	60	3.1	3.2	1,054	306	8.1	0.126	1	1	0	0	7.33	45	38.6	20.2	90.6	4.7	0.44	1	3	1	1	0	0	1	115	IV	5	5	2	1	0	0	0	2	19	6	102	Moderate	0	0	0	Severe	IMV	1	2.1	2.5	7.1	10.6	22.4	20.8	0	0	0	0	1	1	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	11	0	null	0	0	1	1	COVID_O2_Requiring	7.7	0	0	0	0	0	2.425	0	0	0	0	0	0	0	0	Former	0	4	Current	Neither	0	0	0	2.3	0	null	0	0	0	0	0	0	0	SNF_or_Rehab	0	0	6.9	8,149
477	66.4	Elderly	Male	White	Medicare	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Multilobar	5.47	174.7	17	Negative	Negative	5.3	41.4	127	14	87	54	65	86	12	170.3	63.1	21.8	1	1	1	0	11.7	179	92.4	13.8	6.7	138.3	44.4	15.8	1.81	228	2.8	2.9	287	1,365	23.3	0.387	1	0	0	1	7.4	62	34.4	21.2	90.5	1.1	0.63	0	4	1	1	0	1	1	119	IV	5	8	3	2	0	1	0	2	24	7	99	Severe	0	0	0	Critical	IMV_ECMO	1	7.4	10.8	5.6	10.4	23.1	24.1	1	1	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	11	0	null	0	0	1	1	COVID_O2_Requiring	8.4	0	0	0	0	0	0.312	1	1	0	0	0	0	0	1	Former	0	7	Never	Both	0	0	0	7.7	0	null	0	0	1	0	1	1	0	LTAC_or_SNF	0	1	2.3	16,858
478	91.8	Elderly	Female	Asian	Uninsured	Urban	0	0	CAP	Bacterial	K_pneumoniae	0	0	J15.0	233,604,007	Patchy_Infiltrate	23.494	166.2	22.7	Negative	Negative	0.6	39.8	89	37	107	79	88.3	88	15	162.9	57	21.5	1	0	1	1	12.5	164	86	21.7	4	133.3	37.6	13.4	0.47	150	3.1	2.9	621	673	24.5	0.03	0	0	1	0	7.34	40	27.2	19.3	87.3	4.3	0.35	1	3	0	1	1	0	1	112	IV	5	6	3	0	2	1	0	0	11	7	63	Severe	0	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	9	1	Azithromycin	0	0	1	0	null	0	0	0	0	0	1	8.112	1	0	0	0	1	0	0	0	Never	0	4	Current	Both	0	0	0	2.9	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	0	0	1	21,561
479	70.4	Elderly	Male	Hispanic	Medicare	Rural	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.222	64.6	25.7	Negative	Pneumococcal_pos	1.2	38.7	147	27	129	83	98.3	78	9	178.9	62.9	19.6	1	0	1	1	7.9	202	81	26.4	3.1	136.4	23.1	8.2	1.72	141	3.3	0.5	4,951	29	185.9	0.451	1	0	0	0	7.26	97	36.5	15.4	88.9	3.4	0.58	1	3	1	1	0	0	1	87	III	6	9	3	0	1	2	0	3	21	6	168	Moderate	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	3	1	Azithromycin	0	1	1	1	COVID_O2_Requiring	10.6	1	0	1	0	0	0.023	0	0	0	0	0	1	0	0	Never	0	8	Prior_Year	PCV13_only	0	0	0	1.1	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	0	0	1.9	11,104
480	79.4	Elderly	Female	White	Medicaid	Urban	0	1	CAP	Bacterial	H_influenzae	0	0	J14	233,604,007	Lobar_Consolidation	17.987	181.4	8.7	Negative	Negative	1.2	38.3	62	23	119	43	68.3	88	14	171.9	67.7	22.9	0	0	1	1	13.3	229	84.4	21.2	4	140.9	24.8	8.9	0.91	125	3	1.8	769	266	15.2	0.015	0	0	0	0	7.41	127	28.2	23.6	100	1.3	0.43	0	3	1	1	0	0	1	95	IV	5	3	1	0	0	1	0	1	22	6	298	Mild	0	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	5	1	Azithromycin	0	0	1	0	null	0	0	0	1	0	0	6.201	1	1	0	0	0	0	0	0	Current	0	4	Never	PPSV23_only	0	0	0	1.7	0	null	0	0	1	0	1	0	1	SNF_or_Rehab	0	0	6.3	44,186
481	54.1	Adult	Male	Black	Private	Suburban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Interstitial	7.753	220.7	12.1	Contaminated	Negative	2.5	36.6	119	27	124	73	90	89	11	182.6	76.3	22.9	0	0	1	1	11.9	119	86.2	7.8	11	133.5	24.8	8.9	2.3	179	3	3.1	1,764	1,701	414.3	0.926	1	0	1	0	7.34	163	38	24	89.6	2.2	0.77	0	2	1	1	0	0	0	77	III	4	7	0	1	0	3	1	2	23	3	213	Mild	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	7	1	Azithromycin	0	0	1	1	COVID_O2_Requiring	6.3	0	0	1	0	0	1.858	1	0	1	0	0	0	1	0	Never	0	1	Current	PPSV23_only	0	0	0	7.7	0	null	0	0	1	0	1	0	0	Home_with_Services	0	0	5.9	7,031
482	52.2	Adult	Female	Other	Medicare	Urban	0	0	HAP	Bacterial	Enterobacter_spp	0	0	J18.9	64,667,001	Lobar_Consolidation	2.947	92.8	18.1	Positive	Negative	4.7	40.2	97	20	114	74	87.3	86	9	168.9	104.5	36.6	1	0	1	0	7	177	95	5.6	17.1	136.1	39.1	14	2.66	130	2.7	1.2	100	787	14.8	0.126	1	0	0	0	7.26	103	27.5	21.5	86.2	6	0.63	1	2	1	1	0	0	0	81	III	3	8	2	0	1	1	1	3	24	4	164	Moderate	1	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	11	0	null	0	0	0	0	null	0	0	0	0	0	1	0.529	0	0	0	0	0	0	0	0	Current	0	2	Current	Neither	0	0	0	2.4	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	5	5,000
483	71.9	Elderly	Female	Asian	Medicaid	Suburban	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Patchy_Infiltrate	11.252	179.2	20.8	Negative	Negative	0.6	39.8	140	21	97	66	76.3	91	12	169.5	58.7	20.4	1	0	1	0	11.3	286	83.6	12.4	6.8	137.3	27.3	9.7	0.87	136	2.5	0.7	838	880	12.6	1.11	0	0	0	0	7.38	95	37	21.8	89.9	4.1	0.48	0	3	1	1	0	0	1	83	III	5	7	3	1	0	0	1	2	18	8	195	Moderate	0	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	6	0	null	1	0	0	1	COVID_O2_Requiring	10	0	0	0	0	0	4.269	0	0	0	0	1	1	0	0	Never	0	4	Prior_Year	Neither	0	0	0	4.6	0	null	0	0	0	0	1	0	0	SNF_or_Rehab	1	0	1.4	12,647
484	79.8	Elderly	Male	White	Medicare	Suburban	0	1	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Patchy_Infiltrate	11.932	86.1	4	Negative	Negative	6.6	38.5	110	34	79	61	67	95	12	164.9	130.4	48	1	1	0	1	10	99	74	18.7	4	131.8	23.9	8.5	1.51	136	3.5	2.1	363	136	16.3	0.061	1	1	1	0	7.35	143	31.2	18.6	92.2	4.3	0.53	0	5	1	1	1	1	1	125	IV	6	4	0	1	1	0	0	2	16	9	272	Mild	0	0	0	Critical	IMV	1	21.5	2.9	6.6	8.7	8.6	23.9	0	0	0	0	1	1	1	CAP_ICU	Ceftriaxone	2,000	q24h	IV	4	0	null	0	0	1	1	CAP_Severe	7.9	0	0	0	0	1	3.154	0	0	0	0	1	0	0	0	Current	1	5	Prior_Year	PPSV23_only	0	0	0	3.3	1	11.2	1	1	0	0	1	0	0	Died	0	0	9.9	13,433
485	0	Pediatric	Female	White	Medicaid	Suburban	0	0	CAP	Bacterial	S_aureus_MSSA	0	0	J15.21	233,604,007	Lobar_Consolidation	3.565	207.1	14.7	Negative	Negative	2.8	37.6	88	27	95	64	74.3	93	13	170.9	59.2	20.3	0	0	0	1	10.9	139	82.1	18.1	4.5	135.6	27	9.7	1.82	141	4.1	2.2	182	530	5.4	1.388	1	0	0	0	7.49	40	21.7	23.7	96.4	1.9	0.45	0	2	1	1	0	0	0	15	I	2	6	3	1	0	1	0	1	19	4	76	Severe	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	1	0	0	1	COVID_O2_Requiring	6.4	0	0	0	0	1	0.226	0	0	0	0	1	0	0	0	Former	0	2	Never	PPSV23_only	1	0	0	6.4	0	null	0	0	0	0	1	0	0	Home_with_Services	0	0	3.4	18,740
486	45.7	Adult	Male	Other	Private	Urban	0	0	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Patchy_Infiltrate	2.94	48.5	14.2	Negative	Negative	3.2	38.5	111	26	86	60	68.7	90	10	186.7	49	14.1	1	1	1	1	8	222	57.6	24.1	2.4	130.3	19	6.8	2.09	155	3.3	4.1	1,001	622	519.1	0.109	1	0	1	0	7.34	177	38.2	21.1	89.9	4.9	0.53	1	2	1	0	0	1	0	29	I	6	3	0	1	0	0	0	2	10	3	332	null	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	6	1	Azithromycin	1	0	1	0	null	0	0	0	0	0	1	0.935	1	0	0	0	0	0	0	0	Never	0	3	Current	PPSV23_only	0	0	0	2.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	1	2.8	9,894
487	44.6	Adult	Male	Other	Medicare	Suburban	0	1	HAP	Bacterial	S_aureus_MSSA	0	0	J15.21	64,667,001	Lobar_Consolidation	17.461	204.4	5.3	Positive	Pneumococcal_pos	6.3	39.5	93	19	95	65	75	94	11	162.5	117.1	44.4	1	0	0	0	12.4	195	80.7	16.8	4.8	139.6	28.5	10.2	2.33	193	3.3	1.9	592	317	1	0.02	1	0	0	1	7.41	108	41.3	24	88.8	3.2	0.75	0	2	1	1	0	0	0	13	I	1	6	2	1	0	1	0	2	17	4	144	Moderate	1	0	0	Moderate	NIV	0	0	0	0	0	0	0	0	0	1	0	0	0	0	HAP_Non_VAP	Piperacillin_Tazobactam	4,500	q6h	IV	5	0	null	0	0	1	0	null	0	0	0	0	0	1	1.988	0	0	0	0	1	0	0	0	Never	0	1	Current	PCV13_only	0	0	0	1.9	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	3.4	5,000
488	43.6	Adult	Male	Hispanic	Medicare	Suburban	0	0	HAP	Bacterial	Enterobacter_spp	0	0	J18.9	64,667,001	Multilobar	33.014	77.2	7.4	Negative	Negative	3.8	38.8	96	20	130	65	86.7	87	11	175.1	109.1	35.6	1	0	1	0	15.5	212	90.7	13.8	6.6	133.2	33.5	12	2.09	162	3	1.2	182	124	7.7	0.136	1	0	1	0	7.39	191	33.1	24.2	98.4	1.8	0.64	0	2	1	1	0	0	0	17	I	3	6	1	0	0	2	1	2	17	7	296	Mild	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	9	1	Azithromycin	0	0	0	1	COVID_O2_Requiring	11.2	0	0	0	0	1	12.319	0	0	0	0	0	1	0	0	Never	0	1	Prior_Year	PCV13_only	0	0	0	1.6	0	null	0	0	0	0	0	0	0	Home_with_Services	0	0	1	13,875
489	38.5	Adult	Female	Black	Medicaid	Urban	0	0	CAP	Viral	Influenza_B	0	0	J18.9	233,604,007	Interstitial	0.196	58.9	10.6	Contaminated	Negative	0.5	39.2	91	19	135	69	91	94	13	158.3	76	30.3	1	0	0	0	12.8	285	84.7	10.4	8.1	138.8	23.7	8.5	1.12	160	3.3	0.9	360	1,089	54.8	0.424	0	0	0	0	7.37	67	39	25.2	98.3	1.7	0.36	0	2	1	1	0	0	0	19	I	1	5	1	0	1	2	0	1	10	2	184	Moderate	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	8	1	Azithromycin	0	0	0	0	null	0	1	0	0	0	1	0.021	0	1	0	0	0	0	0	0	Never	0	2	Current	PCV13_only	0	0	0	6.8	0	null	0	0	0	0	1	0	0	Home_with_Services	1	0	1	16,884
490	66.6	Elderly	Male	Hispanic	Medicare	Rural	0	0	CAP	Bacterial	S_pneumoniae	0	0	J13	233,604,007	Lobar_Consolidation	3.267	242.6	15.4	Negative	Negative	2.8	39.2	94	36	147	82	103.7	93	13	145.3	88.4	41.9	1	0	0	1	7.1	130	84.4	20.8	4.1	130.3	42.1	15	1.68	186	3.6	3.4	467	779	20.6	0.498	1	0	1	1	7.34	83	37.2	27.1	89.1	4.6	0.63	0	4	1	1	1	0	1	101	IV	2	5	2	0	1	0	1	1	11	7	132	Moderate	0	0	0	Critical	IMV	1	21.6	29.4	4.4	8.7	14.6	23.4	0	0	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	6	0	null	0	0	0	0	null	0	0	0	1	0	0	0.721	0	1	0	1	1	0	0	0	Never	0	1	Current	Neither	0	1	4.2	6.7	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	2.9	21,696
491	81.9	Elderly	Male	White	Medicaid	Suburban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Patchy_Infiltrate	0.148	23.5	19.2	Contaminated	Negative	1.4	39.7	107	22	99	56	70.3	89	13	170.3	88.9	30.7	1	0	1	1	12.5	164	86.4	15.6	5.6	132.3	21.5	7.7	0.45	148	2.1	4	920	507	85.8	0.536	0	0	1	0	7.46	230	38.9	25.1	92.6	4.6	0.7	0	3	1	1	0	0	1	119	IV	5	6	0	1	2	2	0	1	18	3	327	null	1	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	0	0	0	0	null	0	0	0	0	0	0	0.034	0	0	1	0	1	0	0	0	Former	0	2	Current	Neither	0	0	0	4.4	0	null	0	0	1	0	0	0	0	SNF_or_Rehab	1	0	1	17,220
492	64.8	Adult	Male	White	Medicaid	Rural	0	0	CAP	Bacterial	S_aureus_MSSA	1	0	J15.21	233,604,007	Patchy_Infiltrate	8.036	64.8	16.1	Positive	Legionella_pos	7	39.2	110	18	140	49	79.3	88	13	172.1	83	28	1	0	1	0	11.4	153	91.2	6.3	14.5	131.9	21.2	7.6	2.08	113	3	0.5	551	7,941	512	0.372	1	0	1	0	7.43	103	46.2	24.6	95.2	1.9	0.62	0	2	1	1	0	0	0	75	III	3	4	2	0	0	1	0	1	11	4	166	Moderate	0	0	0	Moderate	IMV_ECMO	1	12	4.4	6.8	10	14.6	23.3	0	1	0	0	0	0	0	CAP_Inpatient_Non_ICU	Ceftriaxone	1,000	q24h	IV	5	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	0	1.987	0	0	0	0	0	0	0	0	Former	0	3	Current	Both	0	0	0	8.5	0	null	0	0	1	0	1	0	0	Home_with_Services	0	0	6.1	15,694
493	31.1	Adult	Male	White	Medicaid	Rural	1	1	HAP	Bacterial	S_aureus_MRSA	1	0	J15.212	64,667,001	Multilobar	2.394	132.9	19.5	Negative	Negative	3.4	39.8	87	25	137	84	101.7	92	11	166.8	51.5	18.5	1	0	0	1	9.4	167	95	14.6	6.5	135.1	15.5	5.5	2.89	230	3.5	3.6	781	848	28.9	0.062	1	0	0	1	7.29	79	37.7	15.3	96	0.7	0.47	1	1	1	0	0	0	0	30	I	4	5	2	1	0	0	0	2	16	3	167	Moderate	0	0	0	Mild	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	6	0	Vancomycin	1	0	1	1	COVID_O2_Requiring	8.5	0	0	0	0	0	0.567	0	0	0	0	0	0	0	1	Never	1	1	Current	Neither	0	0	0	3.8	0	null	0	0	0	0	0	0	0	Home	0	0	8.7	14,599
494	62.1	Adult	Male	White	Medicare	Rural	0	1	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Lobar_Consolidation	0.1	53.8	14.1	Contaminated	Pneumococcal_pos	6.4	36.9	71	24	109	69	82.3	86	13	151.5	25.4	11.1	0	0	1	1	12.7	298	84	10.1	8.3	137.7	20	7.2	2.39	187	2.7	1.8	1,172	1,987	84.6	0.305	1	0	0	1	7.32	40	34.3	27.2	87.6	4.4	0.43	0	2	1	1	0	0	0	81	III	3	5	3	0	0	1	0	1	10	2	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	8	1	Azithromycin	0	1	1	0	null	0	1	0	0	0	1	0.02	0	0	1	0	0	0	0	0	Former	0	2	Prior_Year	Neither	0	0	0	5	0	null	0	0	1	0	0	1	0	Home_with_Services	0	0	14	9,000
495	62.6	Adult	Male	Asian	Medicaid	Suburban	0	0	CAP	Viral	Influenza_A	0	0	J09.X1	233,604,007	Patchy_Infiltrate	0.08	69.6	10.3	Negative	Pneumococcal_pos	1.1	37.6	105	15	123	68	86.3	88	15	171.3	61.4	20.9	0	0	1	0	13.9	88	76.1	13.9	5.5	138.7	47.5	17	1.29	212	3.6	2.6	650	465	479.7	0.125	0	1	0	1	7.33	40	39.3	22	94.4	4.3	0.21	0	1	0	1	0	0	0	57	II	2	6	3	0	1	1	1	0	22	2	79	Severe	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	3	1	Azithromycin	0	0	0	0	null	0	1	0	1	0	0	0.024	0	0	0	0	0	0	0	0	Never	0	2	Current	Both	0	0	0	2.3	0	null	0	0	0	0	1	0	0	Home	0	0	1.8	8,593
496	95	Elderly	Male	White	Uninsured	Suburban	0	0	CAP	Unknown	Unknown	0	0	J18.9	233,604,007	Multilobar	0.175	125.1	13.6	Negative	Negative	2.9	38.6	113	26	133	69	90.3	88	13	170.9	120	41.1	1	0	1	1	10.4	111	57.3	15	3.8	129.4	31	11.1	1.22	197	3.4	4.2	448	228	39.5	0.065	0	0	1	1	7.45	123	33	22.8	92.2	3	0.58	0	3	1	1	0	0	1	120	IV	6	5	2	0	1	0	1	1	26	6	212	Mild	1	0	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	11	1	Azithromycin	0	1	0	0	null	0	0	0	0	0	0	0.018	0	0	1	0	0	0	0	0	Never	0	7	Current	Neither	0	1	5.4	7.3	0	null	0	0	0	0	1	0	0	LTAC_or_SNF	0	0	6	50,722
497	43.1	Adult	Male	White	Medicare	Urban	0	0	CAP	Unknown	Unknown	1	0	J18.9	233,604,007	Lobar_Consolidation	0.465	39.8	17.7	Negative	Negative	3.4	39.8	115	29	111	73	85.7	93	12	158.2	120.8	48.3	1	0	0	1	8.6	105	89.7	10.2	8.8	136.1	18.9	6.8	2.01	134	2.5	1	100	71	15.8	0.164	1	0	0	0	7.29	105	29.7	17.7	90.9	4.8	0.61	1	1	1	0	0	0	0	16	I	2	6	1	2	0	1	0	2	23	3	173	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	4	1	Azithromycin	0	1	0	0	null	0	0	0	0	0	1	0.151	0	0	0	1	0	0	0	0	Never	0	1	Prior_Year	PCV13_only	0	0	0	8.7	0	null	0	0	1	0	0	0	0	Home	0	1	5.7	6,549
498	59.1	Adult	Female	Hispanic	Medicare	Urban	1	0	CAP	Viral	Influenza_A	1	0	J09.X1	233,604,007	Patchy_Infiltrate	0.269	46.3	19.7	Negative	Negative	8	40.6	113	25	108	64	78.7	91	9	153.1	74.2	31.7	1	0	1	1	7.7	293	85.6	12.1	7.1	133.5	15.5	5.5	1.69	61	3.2	3.8	830	553	82.4	0.14	1	0	1	0	7.43	205	42.9	30.8	90.1	2.9	0.64	0	1	1	0	0	0	0	83	III	4	8	0	0	2	2	1	3	27	4	322	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	5	1	Azithromycin	0	1	1	1	ARDS	6	1	0	0	0	0	0.017	0	0	1	0	0	0	0	0	Never	0	2	Current	Both	0	1	8.2	9.7	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	0	0	3	23,335
499	90.6	Elderly	Male	White	Medicare	Suburban	0	0	CAP	Atypical	M_pneumoniae	0	0	J15.7	233,604,007	Lobar_Consolidation	0.131	130.1	13.7	Negative	Negative	2.9	38.8	132	20	99	76	83.7	95	12	165.2	58.9	21.6	1	0	0	0	10.4	153	81.9	10.6	7.7	138.7	8.1	2.9	1.97	105	2.9	0.5	147	10	120.8	0.803	1	0	0	0	7.41	40	38.9	12.6	96.7	1	0.56	0	2	1	0	0	0	1	125	IV	3	10	4	0	0	2	2	2	29	3	56	Severe	0	0	1	Critical	IMV_ECMO	1	2.2	4.1	6.4	10.3	10.3	22.3	0	1	0	0	1	1	0	CAP_ICU	Ceftriaxone	2,000	q24h	IV	11	0	null	0	0	0	1	ARDS	6	0	0	0	1	0	0.045	0	0	0	0	0	1	0	0	Never	0	5	Never	Neither	0	1	6.9	7.3	0	null	0	0	0	0	0	0	0	LTAC_or_SNF	1	1	4.7	52,890
500	71.7	Elderly	Female	White	Private	Urban	0	1	VAP	Bacterial	K_pneumoniae_CRKP	0	1	J18.9	429,271,009	Patchy_Infiltrate	0.996	179.2	11.1	Negative	Pneumococcal_pos	4	38.8	129	25	70	55	60	84	10	175.2	86.1	28.1	1	1	1	1	10.8	153	75.5	8.2	9.2	134.2	23.8	8.5	2.52	193	3.2	3.6	661	839	47.6	0.133	1	0	1	1	7.36	56	22.4	27.2	91.6	1.4	0.64	0	4	1	1	0	1	1	94	IV	8	8	3	1	1	1	0	2	24	8	88	Severe	1	0	1	Critical	HFNC	0	0	0	0	0	0	0	0	0	0	1	0	0	0	VAP_Protocol	Meropenem	2,000	q8h	IV	10	1	Azithromycin	1	0	0	0	null	0	0	0	0	0	0	0.311	0	0	0	0	0	0	0	0	Never	0	4	Never	Both	0	1	3.2	4.1	1	3.7	1	1	0	0	1	0	0	Died	0	0	7.8	27,880

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