{"id":"W3044442852","doi":"10.1002/hep.31478","title":"Risk Stratification Based on Chronic Liver Failure Consortium Acute Decompensation Score in Patients With Child‐Pugh B Cirrhosis and Acute Variceal Bleeding","year":2020,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"China Postdoctoral Science Foundation","keywords":"Medicine; Decompensation; Cirrhosis; Portal hypertension; Internal medicine; Ascites; Gastroenterology; Transjugular intrahepatic portosystemic shunt; Receiver operating characteristic; Hazard ratio; Model for End-Stage Liver Disease; Nomogram; Varices; Risk stratification; Confidence interval; Liver 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":[0.001665164,0.0005454991,0.0005346962,0.001934772,0.0003956159,0.0005612083,0.0003592303,0.0004252363,0.000826112],"category_scores_gemma":[0.003237976,0.0001837308,0.001127552,0.00156491,0.0003987322,0.0003745349,0.0005223231,0.0004662079,0.00007096836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276338,"about_ca_system_score_gemma":0.0006877545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008635891,"about_ca_topic_score_gemma":0.01327688,"domain_scores_codex":[0.9990582,0.0003049162,0.0001088386,0.0002383275,0.0001527764,0.0001369727],"domain_scores_gemma":[0.9974546,0.0005428165,0.001184921,0.0001699336,0.0002597836,0.0003879475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611519,0.000005622882,0.9988208,0.000007644866,0.0001275598,0.0000163654,0.00001517602,0.00006553862,0.00003549754,0.000009073094,0.00004526115,0.0006903545],"study_design_scores_gemma":[0.00002249268,0.0000612104,0.9986976,0.000009159333,0.0001555689,0.00006826547,0.00004627812,0.0007488467,0.00004038144,0.00004174677,0.0001033905,0.000005005918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985592,0.0006512062,0.0001804295,0.00006831448,0.0000108128,0.00001417447,0.0002701957,0.000002913997,0.0002426671],"genre_scores_gemma":[0.9994552,0.00006979835,0.00009691041,0.00001476902,0.00001385048,0.000007739037,0.000309577,0.000001001398,0.00003123291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008635891,"threshold_uncertainty_score":0.0171712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009167476504317677,"score_gpt":0.2186995809152962,"score_spread":0.2095321044109785,"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."}}