{"id":"W2981453800","doi":"10.1016/j.jhep.2019.10.013","title":"Effect of the clinical course of acute-on-chronic liver failure prior to liver transplantation on post-transplant survival","year":2019,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Liver transplantation; Transplantation; Internal medicine; United Network for Organ Sharing; Gastroenterology","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":[0.0005611544,0.0001576928,0.0006705177,0.0001299545,0.00002537627,0.000002815972,0.0001674217,0.0001634433,0.0001358146],"category_scores_gemma":[0.00001407219,0.00009061553,0.0004147474,0.0001087522,0.00008123591,0.00006762188,0.000006157832,0.0003564152,0.00004398716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951317,"about_ca_system_score_gemma":0.0003318616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002472494,"about_ca_topic_score_gemma":0.00005475518,"domain_scores_codex":[0.9981461,0.0004835253,0.000663188,0.0001552869,0.0003850623,0.0001668172],"domain_scores_gemma":[0.9982084,0.0008321058,0.0003980299,0.0002152279,0.0002219715,0.0001242422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0371424,0.0007145221,0.9356011,0.002213628,0.002249703,0.001096044,0.00189809,0.00009536424,0.01549996,0.0002038889,0.0001739039,0.003111384],"study_design_scores_gemma":[0.01105858,0.03165183,0.8355786,0.001683539,0.006818109,0.001571641,0.00005781735,0.0001314736,0.1112034,0.00000821287,0.00007209688,0.0001647995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976384,0.0001775364,0.00006475262,0.0006937365,0.0006476523,0.0005314879,0.0001144492,0.000004950273,0.0001270277],"genre_scores_gemma":[0.998467,0.001027171,0.00004993242,0.0002809344,0.0001155707,0.000002157727,0.00001980724,0.00001447679,0.00002300751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000226,"threshold_uncertainty_score":0.3695194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046639921085292,"score_gpt":0.3122642796622557,"score_spread":0.3017978804514028,"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."}}