{"id":"W2607713342","doi":"10.1038/ajg.2017.98","title":"The Natural History of Severe Acute Liver Injury","year":2017,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Acetaminophen; Internal medicine; Liver transplantation; Gastroenterology; Bilirubin; Liver injury; Jaundice; Hepatic encephalopathy; Etiology; Univariate analysis; Surgery; Transplantation; Cirrhosis; Multivariate analysis; Anesthesia","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":[0.0006968613,0.0002120976,0.0002127863,0.0004821727,0.000219679,0.0003474082,0.0002261051,0.000291767,0.001604048],"category_scores_gemma":[0.004060178,0.0001145801,0.000254967,0.0004863687,0.0002827324,0.0004981392,0.0003487206,0.0004404708,0.0002565017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813475,"about_ca_system_score_gemma":0.0002660369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009453798,"about_ca_topic_score_gemma":0.0009232197,"domain_scores_codex":[0.9995568,0.0001819274,0.00005858219,0.00008203464,0.00007748661,0.00004312179],"domain_scores_gemma":[0.9978161,0.0003950318,0.001283172,0.0001043942,0.0001468767,0.0002543872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086329,0.0000140805,0.9973547,0.00001238383,0.0000270264,0.00006124841,0.00001494787,0.00007423191,0.00007382518,0.00002612376,0.00009674457,0.002135932],"study_design_scores_gemma":[0.000003569413,0.00009366626,0.9983436,0.00001374397,0.00001356355,0.000724437,0.00004062228,0.000378158,0.00004321864,0.0001002465,0.0002420725,0.000003142492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966561,0.000926638,0.0004129661,0.0002513613,0.0000166303,0.00001274547,0.0006281075,0.00001082398,0.001084771],"genre_scores_gemma":[0.9990309,0.0001990058,0.0001497389,0.00002776442,0.00002585878,0.000006882834,0.0004566985,0.000001135466,0.0001020709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604048,"threshold_uncertainty_score":0.005366087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008791283620598105,"score_gpt":0.2559711890917623,"score_spread":0.2471799054711641,"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."}}