700 patients110,866 observations180 daysLIVE

discontinuation risk ≥ 70%

Patients needing attention

Synthetic demo data

76

patients · discontinuation risk ≥ 70%

Create intervention

Most common reason

GI intolerance

Most effective previous action

GI-04

Nutritional protocol

Estimated addressable population

38

eligible for GI-04, confidence ≥ 70%

Predicted persistence gain

+17%

Patient	Day	Baseline	GI	Tolerance	GI score	Discontinuation	Cluster
P-02039	138	S14	Unstable	Unstable	64	96%	EC-03
P-02146	175	S14	Unstable	Improving	73	96%	EC-03
P-02157	177	S14	Unstable	Stable	72	96%	EC-03
P-02172	178	S02	Unstable	Deteriorating	84	96%	EC-03
P-02208	133	S14	Unstable	Unstable	69	96%	EC-03
P-02340	180	S14	Unstable	Stable	75	96%	EC-03
P-02372	179	S14	Unstable	Unstable	80	96%	EC-03
P-02505	177	S14	Unstable	Improving	73	96%	EC-03
P-02506	172	S14	Unstable	Improving	65	96%	EC-03
P-02514	173	S05	Unstable	Unstable	72	96%	EC-03
P-02516	178	S14	Unstable	Stable	59	96%	EC-03
P-02532	176	S14	Unstable	Stable	80	96%	EC-03
P-02542	177	S14	Unstable	Stable	69	96%	EC-03
P-02571	177	S11	Unstable	Stable	77	96%	EC-03
P-02575	94	S14	Unstable	Deteriorating	62	96%	EC-03
P-02582	177	S14	Unstable	Unstable	70	96%	EC-03
P-02593	172	S14	Improving	Unstable	56	96%	EC-03
P-02610	173	S14	Unstable	Deteriorating	77	96%	EC-03
P-02614	172	S14	Unstable	Unstable	80	96%	EC-03
P-02628	174	S14	Unstable	Stable	63	96%	EC-03
P-02633	151	S14	Deteriorating	Improving	52	96%	EC-03
P-02643	151	S14	Unstable	Stable	65	96%	EC-03
P-02648	154	S14	Unstable	Stable	64	96%	EC-03
P-02142	176	S14	Unstable	Deteriorating	64	95%	EC-03
P-02094	171	S14	Unstable	Improving	66	94%	EC-03
P-02149	178	S14	Unstable	Deteriorating	64	94%	EC-03
P-02320	168	S14	Unstable	Improving	65	94%	EC-03
P-02657	180	S14	Unstable	Improving	66	94%	EC-03
P-02670	153	S14	Unstable	Stable	59	94%	EC-03
P-02694	176	S14	Unstable	Improving	63	94%	EC-03
P-02535	169	S14	Stable	Stable	56	92%	EC-03
P-02666	102	S14	Unstable	Deteriorating	72	92%	EC-03
P-02693	131	S14	Improving	Stable	55	92%	EC-03
P-02546	173	S20	Unstable	Deteriorating	67	91%	EC-03
P-02326	171	S18	Unstable	Deteriorating	59	90%	EC-03
P-02511	168	S04	Unstable	Deteriorating	69	90%	EC-03
P-02574	170	S14	Improving	Stable	54	89%	EC-03
P-02594	176	S20	Unstable	Stable	63	88%	EC-03
P-02559	141	S18	Unstable	Deteriorating	60	86%	EC-03
P-02253	160	S14	Unstable	Stable	59	85%	EC-03
P-02348	177	S14	Unstable	Stable	68	85%	EC-03
P-02508	111	S14	Improving	Stable	57	84%	EC-03
P-02124	179	S14	Unstable	Improving	66	83%	EC-03
P-02224	172	S14	Unstable	Deteriorating	65	82%	EC-03
P-02244	129	S14	Deteriorating	Stable	53	82%	EC-03
P-02059	176	S03	Unstable	Stable	63	81%	EC-03
P-02118	144	S14	Unstable	Stable	59	80%	EC-03
P-02125	168	S14	Deteriorating	Deteriorating	48	79%	EC-03
P-02132	128	S14	Unstable	Improving	64	79%	EC-03
P-02445	158	S09	Unstable	Deteriorating	64	79%	EC-03
P-02103	170	S14	Unstable	Deteriorating	60	78%	EC-03
P-02401	175	S14	Unstable	Deteriorating	63	78%	EC-03
P-02057	179	S14	Unstable	Stable	68	77%	EC-03
P-02115	92	S14	Deteriorating	Deteriorating	47	76%	EC-03
P-02123	166	S03	Unstable	Stable	73	76%	LT
P-02159	178	S14	Unstable	Deteriorating	62	76%	EC-03
P-02002	172	S14	Deteriorating	Stable	52	75%	EC-03
P-02018	168	S01	Unstable	Deteriorating	62	74%	EC-03
P-02165	107	S14	Unstable	Deteriorating	66	74%	EC-03
P-02268	175	S14	Stable	Deteriorating	54	74%	EC-03
P-02323	168	S14	Deteriorating	Deteriorating	49	74%	EC-03
P-02014	169	S14	Unstable	Improving	62	73%	EC-03
P-02185	171	S14	Stable	Unstable	52	73%	EC-03
P-02236	125	S14	Unstable	Deteriorating	62	73%	EC-03
P-02316	177	S14	Unstable	Stable	63	73%	EC-03
P-02328	175	S14	Deteriorating	Favorable	49	73%	EC-03
P-02472	169	S14	Unstable	Stable	72	73%	LT
P-02659	134	S09	Deteriorating	Deteriorating	56	73%	LT
P-02234	154	S14	Stable	Deteriorating	54	72%	EC-03
P-02136	180	S10	Unstable	Improving	62	71%	LT
P-02359	180	S15	Unstable	Improving	62	71%	LT
P-02363	168	S14	Improving	Deteriorating	51	71%	EC-03
P-02595	149	S02	Unstable	Unstable	63	71%	LT
P-02106	178	S14	Stable	Deteriorating	55	70%	EC-03
P-02111	176	S20	Unstable	Stable	70	70%	LT
P-02310	172	S14	Stable	Deteriorating	51	70%	EC-03