Datasets:

ADS599-Capstone
/

sbs_predictions

ed_stay_id int64	time timestamp[us]	step_idx int64	subject_id int64	hadm_id int64	stay_window_start timestamp[us]	stay_window_end timestamp[us]	anchor_age float64	cohort_label string	terminal_event string	acuity float64	current_temperature float64	current_heartrate float64	current_resprate float64	current_o2sat float64	current_sbp float64	current_dbp float64	current_pain float64	chiefcomplaint string	time_since_last_min int64	temperature_delta float32	heartrate_delta float32	o2sat_delta float32	sbp_delta float32	dbp_delta float32	pain_delta float32	temperature_rate_per_min float32	heartrate_rate_per_min float32	o2sat_rate_per_min float32	sbp_rate_per_min float32	dbp_rate_per_min float32	current_mean_arterial_pressure float32	temperature_rolling1h float32	heartrate_rolling1h float32	resprate_rolling1h float32	o2sat_rolling1h float32	sbp_rolling1h float32	dbp_rolling1h float32	vitals_checked int64	Blood Gas-Blood_Pending int8	Blood Gas-Blood_Abnormal int8	Chemistry-Blood_Pending int8	Chemistry-Blood_Abnormal int8	Hematology-Blood_Pending int8	Hematology-Blood_Abnormal int8	Hematology-Urine_Pending int8	labs_ordered int64	ACE Inhibitor int8	Anticoagulant int8	Antiemetic int8	Benzodiazepine - Sedative/Anxiolytic int8	Calcium Channel Blocker int8	GI - Acid Suppression int8	Insulin/Glucose int8	Other int8	in_ed int64	in_ward int64	weight float64	height float64	recon_ace_inhibitor int8	recon_antiemetic int8	recon_benzodiazepine___sedative_anxiolytic int8	recon_calcium_channel_blocker int8	recon_gi___acid_suppression int8	recon_insulin_glucose int8	arrival_transport_WALK IN int8	total_length int64	p_icu float32
30,000,177	2143-12-27T22:50:00	110	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	0	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.008931
30,000,177	2143-12-27T23:00:00	111	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	10	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	0	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.001004
30,000,177	2143-12-27T23:37:00	112	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	47	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	1	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.001664
30,000,177	2143-12-27T23:40:00	113	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	50	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	0	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.002761
30,000,177	2143-12-28T00:02:00	114	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	72	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.003857
30,000,177	2143-12-28T00:08:00	115	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	78	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	0	1	1	0	0	1	0	0	0	0	1	1	0	0	0	1	1	0	0.070594	0.128959	1	1	1	1	1	1	1	1	0.00481
30,000,177	2143-12-28T01:43:00	116	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	-0.460487	1.410287	0.084912	0.9961	2.768631	2.675339	1.80626	Abd pain, Vomiting	173	0	0	0	0	0	0	0	0	0	0	0	138	97.800003	106	18	100	190	112	0	0	1	0	1	0	1	0	0	0	0	1	1	0	0	0	1	1	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.008462
30,000,177	2143-12-28T02:29:00	117	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	0	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	1	0	1	0	1	0	1	0	0	0	0	1	1	0	0	0	1	1	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.004059
30,000,177	2143-12-28T05:33:00	118	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	184	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	0	0	1	0	1	1	1	0	0	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.006905
30,000,177	2143-12-28T06:40:00	119	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	251	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	1	1	0	1	1	1	0	0	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.007414
30,000,177	2143-12-28T07:44:00	120	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	315	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	1	1	1	1	1	1	0	1	1	0	1	1	1	0	0	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.01146
30,000,177	2143-12-28T07:47:00	121	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	318	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	0	1	1	1	0	0	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.008695
30,000,177	2143-12-28T07:59:00	122	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	330	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.008902
30,000,177	2143-12-28T08:00:00	123	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	331	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.009042
30,000,177	2143-12-28T08:04:00	124	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	335	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.009681
30,000,177	2143-12-28T08:11:00	125	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	342	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.010222
30,000,177	2143-12-28T08:42:00	126	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	373	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.012723
30,000,177	2143-12-28T09:07:00	127	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	398	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	1	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.014035
30,000,177	2143-12-28T09:13:00	128	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	404	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	1	1	0	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.012677
30,000,177	2143-12-28T10:12:00	129	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	463	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	0	0	1	1	1	1	1	0	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.017633
30,000,177	2143-12-28T13:28:00	130	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	659	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	0	0	1	1	1	1	1	1	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.038474
30,000,177	2143-12-28T13:30:00	131	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	661	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	0	0	1	1	1	1	1	1	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.01725
30,000,177	2143-12-28T17:00:00	132	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	871	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	1	1	1	1	1	1	1	1	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.017242
30,000,177	2143-12-28T17:53:00	133	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	924	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	1	0	1	1	1	1	1	1	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.016326
30,000,177	2143-12-28T18:02:00	134	17,937,834	23,831,044	2143-12-27T22:50:00	2143-12-29T14:58:00	-1.153032	ED_WARD_DISCHARGE	discharge	-0.644703	0.174428	0.698668	0.084912	-0.915714	0.829457	1.923603	-0.860339	Abd pain, Vomiting	933	0.6	-12	-4	-42	-11	-9	0.00274	-0.054795	-0.018265	-0.191781	-0.050228	116.666664	98.400002	94	18	96	148	101	0	0	1	0	1	0	1	1	0	1	1	1	1	1	1	1	1	0	1	0.070594	0.128959	1	1	1	1	1	1	1	1	0.013695

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