500 patients67,039 observations150 daysLIVE

discontinuation risk ≥ 50%

Patients needing attention

Synthetic demo data

59

patients · discontinuation risk ≥ 50%

Create intervention

Most common reason

GI intolerance

Most effective previous action

GI-04

Nutritional protocol

Estimated addressable population

9

eligible for GI-04, confidence ≥ 70%

Predicted persistence gain

+17%

Patient	Day	Baseline	GI	Tolerance	GI score	Discontinuation	Cluster
P-03323	148	S14	Unstable	Stable	62	96%	EC-03
P-03332	98	S14	Unstable	Stable	77	96%	EC-03
P-03341	142	S14	Unstable	Deteriorating	71	96%	EC-03
P-03345	145	S14	Unstable	Deteriorating	73	96%	EC-03
P-03390	138	S14	Unstable	Deteriorating	70	96%	EC-03
P-03413	150	S14	Unstable	Improving	78	96%	EC-03
P-03285	119	S04	Unstable	Deteriorating	73	94%	LT
P-03430	121	S14	Unstable	Improving	61	92%	EC-03
P-03460	127	S11	Unstable	Deteriorating	63	88%	EC-03
P-03037	140	S14	Unstable	Stable	66	87%	EC-03
P-03145	139	S14	Deteriorating	Deteriorating	57	87%	EC-03
P-03030	147	S14	Unstable	Deteriorating	66	82%	EC-03
P-03120	109	S14	Unstable	Deteriorating	61	81%	LT
P-03293	134	S14	Unstable	Deteriorating	70	78%	EC-03
P-03378	105	S10	Deteriorating	Deteriorating	55	75%	LT
P-03049	139	S14	Unstable	Deteriorating	59	74%	EC-03
P-03099	148	S17	Unstable	Improving	68	74%	LT
P-03365	93	S14	Improving	Improving	42	74%	EC-03
P-03070	147	S14	Deteriorating	Favorable	55	73%	EC-03
P-03251	110	S14	Unstable	Improving	66	73%	EC-03
P-03300	150	S14	Deteriorating	Favorable	47	73%	EC-03
P-03280	145	S13	Unstable	Deteriorating	67	70%	LT
P-03384	144	S01	Unstable	Improving	66	69%	LT
P-03090	147	S02	Deteriorating	Favorable	53	68%	EC-03
P-03110	142	S15	Deteriorating	Deteriorating	50	67%	EC-03
P-03292	108	S14	Deteriorating	Deteriorating	52	66%	LT
P-03004	124	S03	Unstable	Deteriorating	67	65%	LT
P-03183	140	S03	Unstable	Improving	73	64%	LT
P-03080	145	S09	Unstable	Unstable	66	62%	LT
P-03164	148	S11	Stable	Unstable	57	62%	LT
P-03405	105	S16	Deteriorating	Deteriorating	53	62%	LT
P-03123	123	S14	Improving	Stable	45	61%	EC-03
P-03218	109	S20	Deteriorating	Deteriorating	50	61%	LT
P-03052	145	S03	Deteriorating	Favorable	46	59%	MR
P-03103	92	S14	Stable	Favorable	44	59%	EC-03
P-03191	150	S19	Deteriorating	Deteriorating	57	59%	LT
P-03437	139	S12	Deteriorating	Favorable	39	59%	NR
P-03065	147	S16	Unstable	Deteriorating	66	58%	LT
P-03081	143	S10	Stable	Deteriorating	53	58%	EC-03
P-03146	140	S14	Improving	Deteriorating	47	58%	EC-03
P-03159	143	S14	Stable	Favorable	45	58%	EC-03
P-03352	150	S19	Unstable	Stable	61	58%	LT
P-03225	138	S19	Deteriorating	Deteriorating	55	56%	LT
P-03260	149	S19	Unstable	Stable	60	56%	LT
P-03289	98	S03	Deteriorating	Deteriorating	50	56%	EC-03
P-03444	148	S17	Improving	Stable	56	56%	LT
P-03151	139	S18	Improving	Stable	53	55%	LT
P-03379	115	S12	Unstable	Deteriorating	59	55%	LT
P-03003	113	S08	Improving	Stable	45	54%	EC-03
P-03277	145	S14	Deteriorating	Favorable	31	54%	EC-01
P-03279	94	S14	Stable	Deteriorating	42	54%	EC-03
P-03451	122	S08	Unstable	Deteriorating	59	54%	LT
P-03221	112	S06	Deteriorating	Deteriorating	49	53%	LT
P-03271	147	S19	Unstable	Improving	60	53%	LT
P-03485	144	S14	Deteriorating	Favorable	26	53%	SR
P-03160	106	S18	Deteriorating	Improving	44	52%	LT
P-03021	131	S15	Improving	Deteriorating	52	51%	LT
P-03226	147	S05	Stable	Favorable	52	51%	EC-03
P-03432	139	S19	Deteriorating	Favorable	33	51%	MR