{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004982437,0.0006879914,0.0002494895,0.0007341645,0.001788648,0.001035079,0.0008381719,0.0006034416,0.002611452],"category_scores_gemma":[0.001747673,0.0003687847,0.0003311009,0.001261945,0.0007604097,0.0003919166,0.0009767551,0.0005995707,0.0003481252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0075643,"about_ca_system_score_gemma":0.004233758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3024655,"about_ca_topic_score_gemma":0.3860763,"domain_scores_codex":[0.9993622,0.0001147808,0.00003045996,0.00006652089,0.0001066135,0.0003193966],"domain_scores_gemma":[0.9982525,0.0001417674,0.0003529236,0.0000420505,0.0002562478,0.0009544917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001272026,0.000188364,0.9731387,0.00005448582,0.00003858899,0.01257959,0.001651488,0.0002315967,0.0007053138,0.00007063925,0.001360205,0.009853757],"study_design_scores_gemma":[0.0000434441,0.0005973153,0.9868149,0.00005812553,0.00002330543,0.007179682,0.002953776,0.0003637786,0.0002110203,0.00003644066,0.001682668,0.00003564291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976623,0.0005690181,0.00009847966,0.0003367778,0.00002090866,0.00003619977,0.0001558642,0.00001201032,0.001108353],"genre_scores_gemma":[0.9986464,0.0004804087,0.0001211936,0.0001234547,0.00002904669,0.00001061084,0.0001486957,0.000005239523,0.0004349127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6975345,"threshold_uncertainty_score":0.6014099,"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."}}