{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004269964,0.0001408775,0.0002323371,0.0001047327,0.00007686898,0.00001397358,0.00003913881,0.00010203,0.00006546565],"category_scores_gemma":[0.000003862101,0.0001214648,0.00002729503,0.0001810194,0.00005430417,0.0001222638,0.000006712879,0.0002003151,0.00001827134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630723,"about_ca_system_score_gemma":0.000102908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005768038,"about_ca_topic_score_gemma":0.0001369955,"domain_scores_codex":[0.9990702,0.00006999551,0.000196853,0.0003350444,0.0001560858,0.0001717665],"domain_scores_gemma":[0.9995281,0.00005363463,0.0001152323,0.0001161696,0.00006731646,0.000119606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301299,0.0001160974,0.9967206,0.000116612,0.0003590276,0.00007098134,0.0004670936,0.00003050804,0.0001035109,0.0001618306,0.00001994158,0.0005325511],"study_design_scores_gemma":[0.004962173,0.001346966,0.963717,0.0001035658,0.001998639,0.00001196976,0.00002962561,0.02708937,0.0005860662,0.00001310983,0.00001022032,0.0001312797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969808,0.00004617355,0.0008553343,0.001248307,0.000035896,0.0005496135,0.00007653506,0.00004336451,0.0001639799],"genre_scores_gemma":[0.9981417,0.0001503314,0.0003069588,0.0006824682,0.00004297848,0.0000257813,0.0006334462,0.0000148937,0.000001432839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300353,"threshold_uncertainty_score":0.495319,"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."}}