{"id":"W1544444492","doi":"10.1155/2002/328415","title":"Etiology and Outcome of Acute Liver Failure: Experience from a Liver Transplantation Centre in Montreal","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Liver transplantation; Etiology; Transplantation; Hepatic encephalopathy; Encephalopathy; Internal medicine; Gastroenterology; Sepsis; Hepatitis; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004486677,0.00008458757,0.0002730224,0.0002374505,0.00001758217,0.000004006806,0.0000577644,0.00006855397,0.0003782246],"category_scores_gemma":[0.000004061332,0.0000769976,0.00005660256,0.00004309994,0.000118801,0.0001060857,0.000001957067,0.0001405792,0.000003928578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003716975,"about_ca_system_score_gemma":0.00003281973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008768929,"about_ca_topic_score_gemma":0.1408437,"domain_scores_codex":[0.9992244,0.00007599004,0.000326947,0.0001052466,0.0000671276,0.0002002972],"domain_scores_gemma":[0.9994307,0.00002816096,0.0001220512,0.0000606494,0.00006002731,0.0002984249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007543458,0.00002823072,0.9864373,0.00003518414,0.0001516349,0.004758533,0.007163831,0.000004570701,0.0003179142,0.000009910803,0.00007984841,0.0002586552],"study_design_scores_gemma":[0.003056206,0.0005607246,0.9936137,0.0000728454,0.0004998238,0.001577244,0.000270878,0.0001740125,0.0001009706,0.00001663997,0.00002118768,0.00003574291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984755,0.0002941599,0.0001856196,0.0007307903,0.00007714298,0.00007722139,0.0001110739,0.000001504399,0.00004700219],"genre_scores_gemma":[0.9984168,0.0008254266,0.0002716423,0.0004023535,0.00003925835,0.00000105379,0.00002182241,0.00000537313,0.00001629814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320748,"threshold_uncertainty_score":0.9978318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131613963164682,"score_gpt":0.2181610993246318,"score_spread":0.2049997030081636,"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."}}