{"id":"W3001159494","doi":"10.1002/hep.31125","title":"A Prognostic Strategy Based on Stage of Cirrhosis and HVPG to Improve Risk Stratification After Variceal Bleeding","year":2020,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Portal venous pressure; Ascites; Cirrhosis; Gastroenterology; Internal medicine; Portal hypertension; Nadolol; Varices; Hepatic encephalopathy; Esophageal varices; Liver transplantation; Propranolol; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179922,0.0007931484,0.0008307976,0.001315519,0.0003044205,0.0006538364,0.0004332076,0.0003258217,0.001507197],"category_scores_gemma":[0.003162347,0.000129955,0.0004366739,0.0006502161,0.0001470181,0.0004248733,0.0004369184,0.0005797874,0.0003875358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922798,"about_ca_system_score_gemma":0.0006680893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461372,"about_ca_topic_score_gemma":0.003246456,"domain_scores_codex":[0.9995905,0.0001866889,0.00004299856,0.00006683276,0.00006031984,0.00005277693],"domain_scores_gemma":[0.9987638,0.0003099426,0.0002893225,0.00009915782,0.0002888106,0.0002489508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00191717,0.0003309244,0.8380293,0.0001093731,0.0002666636,0.0001375445,0.00007738302,0.00217265,0.002439629,0.0001828132,0.003465945,0.1508705],"study_design_scores_gemma":[0.0004968721,0.002346525,0.9379001,0.0001959473,0.001061089,0.001320729,0.0002243374,0.04826182,0.001751365,0.001673023,0.004689511,0.00007871516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771103,0.003316862,0.01322119,0.001597061,0.0002441493,0.0002955083,0.0009735463,0.0002492261,0.002992266],"genre_scores_gemma":[0.9852363,0.0005046981,0.01168144,0.0001961724,0.0002744907,0.000114004,0.001396706,0.00001665563,0.000579623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001507197,"threshold_uncertainty_score":0.00624007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826278468863981,"score_gpt":0.2578662570593583,"score_spread":0.2396034723707185,"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."}}