{"id":"W4403869051","doi":"10.1097/hc9.0000000000000575","title":"Outcomes of patients with acute liver failure not listed for liver transplantation: A cohort analysis","year":2024,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Liver transplantation; Odds ratio; Internal medicine; Retrospective cohort study; Etiology; Logistic regression; Cohort; Transplantation","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":[0.00006953412,0.000122499,0.0003555397,0.0002816574,0.0001061202,0.0000115314,0.0001842648,0.00008845076,0.00008554937],"category_scores_gemma":[0.000004728348,0.00009616348,0.0002027476,0.000477972,0.0001630872,0.0001188317,0.00001705766,0.0001200244,0.00001438598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954241,"about_ca_system_score_gemma":0.0001316292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137459,"about_ca_topic_score_gemma":0.000859378,"domain_scores_codex":[0.9992148,0.00007061842,0.0002698794,0.0001726495,0.0001482624,0.0001237798],"domain_scores_gemma":[0.998514,0.000401894,0.00006526185,0.0006875469,0.0002663876,0.00006492766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000407572,0.0002493158,0.9834838,0.000355597,0.01064752,0.00004201601,0.001376168,0.000003214296,0.00001963839,0.003082838,0.0001069283,0.0002254301],"study_design_scores_gemma":[0.001190669,0.000120078,0.9579331,0.0000494978,0.03637007,0.00002073487,0.00003474831,0.003523556,0.0001700232,0.00002057875,0.0004638254,0.0001031408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861595,0.0005538568,0.008727672,0.00178744,0.00003401531,0.0009029777,0.001357479,0.0001031572,0.00037388],"genre_scores_gemma":[0.986897,0.001658416,0.005765697,0.0002375998,0.000006020626,0.0001884205,0.005116487,0.00001578137,0.0001145647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572256,"threshold_uncertainty_score":0.3921433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032131590004787,"score_gpt":0.2930354253934304,"score_spread":0.2727141094933825,"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."}}