{"id":"W2761662019","doi":"10.1007/s00535-017-1394-2","title":"Nationwide survey for acute liver failure and late-onset hepatic failure in Japan","year":2017,"lang":"en","type":"article","venue":"Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Etiology; Internal medicine; Hepatology; Liver transplantation; Plasmapheresis; Hepatitis; Liver disease; Gastroenterology; Transplantation; Pediatrics; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003383204,0.00008134938,0.0002828837,0.0001418643,0.00006533424,0.0000254451,0.00008873438,0.00005760387,0.00001496339],"category_scores_gemma":[0.00004952492,0.00006619658,0.00006521811,0.00001517371,0.00006218588,0.0002089474,0.00001339233,0.0001465129,0.000001676875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001852635,"about_ca_system_score_gemma":0.00003874292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005424425,"about_ca_topic_score_gemma":0.003937421,"domain_scores_codex":[0.9993118,0.00007594757,0.0002636999,0.00009308648,0.0001005284,0.0001549115],"domain_scores_gemma":[0.9992849,0.00007266612,0.0002785632,0.0001102576,0.0001546235,0.00009898882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003444658,0.00006138222,0.995025,0.00005193073,0.0003435983,0.0001699188,0.0002330282,0.000002654753,0.0002946134,0.000003008133,0.0002974251,0.00007271858],"study_design_scores_gemma":[0.004895883,0.001404353,0.9919887,0.00008831946,0.0005057658,0.0007132217,0.00003639177,0.0001768606,0.0000670944,0.0000691743,0.00002432689,0.00002990312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963965,0.00002632073,0.0004985632,0.002761823,0.00009389925,0.0001541148,0.00006150223,0.000002531754,0.000004768894],"genre_scores_gemma":[0.9985797,0.0001533903,0.0007535862,0.0003666066,0.00006975302,0.000003728625,0.00003583929,0.000008105754,0.00002926889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003883177,"threshold_uncertainty_score":0.2699418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651022658113751,"score_gpt":0.286413171368077,"score_spread":0.2699029447869395,"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."}}