{"id":"W2972295525","doi":"10.14309/01.ajg.0000582040.74212.2f","title":"P: 16 Traditional Prognostic Tools are Superior to Cognitive Testing and Stool Frequency as Predictors of Poor Outcomes in Cirrhotic Patients Admitted with Hepatic Encephalopathy","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatic encephalopathy; Medicine; Internal medicine; Gastroenterology; Cognition; Cognitive test; Intensive care medicine; Cirrhosis; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545074,0.0005874049,0.0005448968,0.000743361,0.0003154267,0.000968583,0.000469484,0.0007362938,0.008633948],"category_scores_gemma":[0.007130973,0.0001913842,0.0006543386,0.0006527487,0.0004434376,0.0008742519,0.0007506812,0.0007922741,0.001462053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617225,"about_ca_system_score_gemma":0.0006113686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082033,"about_ca_topic_score_gemma":0.001271071,"domain_scores_codex":[0.9994136,0.0002136647,0.00008436525,0.00008092276,0.00009374483,0.0001137044],"domain_scores_gemma":[0.9949914,0.00182153,0.001210226,0.0001841731,0.0005426349,0.001250099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001053266,0.0001223376,0.9952912,0.00001725097,0.00007043596,0.00005665246,0.00002821282,0.00007180416,0.00009389819,0.000009893153,0.0003289691,0.002856028],"study_design_scores_gemma":[0.0002247339,0.001477861,0.9941418,0.00004838641,0.00009329294,0.0003216629,0.0001973193,0.002873528,0.0001337465,0.0001298289,0.0003463126,0.00001158832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980089,0.0003068808,0.0001316361,0.0002622643,0.00005102865,0.00001987894,0.0003424162,0.00001052845,0.0008664898],"genre_scores_gemma":[0.9991108,0.00005804315,0.0001557694,0.00006797382,0.00006702461,0.00001693977,0.0002848713,0.00000316191,0.0002354054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008633948,"threshold_uncertainty_score":0.0288834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254271933867104,"score_gpt":0.2283221347901632,"score_spread":0.2157794154514922,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}