{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002141866,0.00006870655,0.0002698706,0.00003775369,0.00009353703,0.000006075521,0.0003241956,0.000009977869,0.00001304358],"category_scores_gemma":[0.00001251658,0.00003417317,0.0001421561,0.00001219116,0.0009198594,0.00007963223,0.00002825524,0.0002273244,0.000003208427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006014673,"about_ca_system_score_gemma":0.00009526134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003958165,"about_ca_topic_score_gemma":0.00001300986,"domain_scores_codex":[0.999312,0.0001177268,0.0002195979,0.00005324795,0.0001540465,0.0001433375],"domain_scores_gemma":[0.9986345,0.00005682225,0.0008409159,0.0002796953,0.0001280376,0.00006001278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2423716,0.0003355454,0.6800302,0.00007409334,0.008386395,0.001064921,0.004834245,0.000009388623,0.01541819,0.0002116833,0.0171723,0.0300914],"study_design_scores_gemma":[0.001579844,0.008237423,0.9844594,0.00006068926,0.001494852,0.002598123,0.0002684013,0.00002920123,0.0001618401,0.0000626913,0.001010952,0.00003658486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958412,0.0004052211,0.00004308001,0.003089449,0.0004325001,0.00005140065,0.000006247874,0.000002396209,0.0001284772],"genre_scores_gemma":[0.9976519,0.00090223,0.00008806027,0.0009882023,0.0001461847,7.821849e-7,9.382697e-7,0.000006343411,0.0002153394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044292,"threshold_uncertainty_score":0.338926,"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."}}