{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004938111,0.00008311648,0.0001674714,0.00006054288,0.00002108135,0.00000671109,0.00002450616,0.00006003724,0.00008819557],"category_scores_gemma":[0.00001771955,0.00007499136,0.00002717601,0.0001107408,0.00002666801,0.00003702995,0.000005055081,0.00008663355,0.00001289042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001044944,"about_ca_system_score_gemma":0.00007810348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000912956,"about_ca_topic_score_gemma":0.00001858394,"domain_scores_codex":[0.9993538,0.00004295674,0.0001667277,0.000224334,0.00009807108,0.0001141562],"domain_scores_gemma":[0.9995623,0.00008756558,0.00006041098,0.00009015238,0.00005243398,0.0001471884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001735233,0.0001224372,0.9836935,0.0006017764,0.0001205477,0.00007556257,0.0007148143,0.00002773938,0.01102388,0.0004607307,0.00001187602,0.001411933],"study_design_scores_gemma":[0.002140175,0.003111752,0.9211999,0.00008236995,0.001372597,0.0000061181,0.0002417161,0.05775616,0.01380452,0.00008921082,0.00003335006,0.0001621842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959282,0.00004102359,0.002273172,0.0007829144,0.00002796054,0.0004349677,0.0001323547,0.00002638562,0.0003530708],"genre_scores_gemma":[0.9987848,0.00002248831,0.000330958,0.0007166749,0.00003061801,0.00005269759,0.00004179444,0.000008903005,0.00001101152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06249363,"threshold_uncertainty_score":0.3058059,"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."}}