{"id":"W4414122145","doi":"10.3138/canlivj-2025-0010","title":"Post–liver transplant mortality in Canada: A retrospective analysis and quality assurance study in British Columbia","year":2025,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; McGill University","funders":"","keywords":"Documentation; Quality assurance; Cause of death; Retrospective cohort study; MEDLINE; Quality (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001147153,0.0004910043,0.0006472101,0.003054642,0.003006661,0.00167157,0.001654448,0.0005556658,0.001646292],"category_scores_gemma":[0.002886327,0.000662027,0.0006198174,0.008310868,0.001032458,0.0004012191,0.001467168,0.0007077408,0.0002608456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02834794,"about_ca_system_score_gemma":0.03030763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831919,"about_ca_topic_score_gemma":0.987569,"domain_scores_codex":[0.9978886,0.0001884143,0.0002413215,0.0003150309,0.0008091122,0.0005574372],"domain_scores_gemma":[0.9944445,0.0003275365,0.001287924,0.000269296,0.002729309,0.0009414855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003526254,0.00001580774,0.9977502,0.00003381249,0.0000417783,0.00009638842,0.0002940911,0.00004160995,0.00007817342,0.00002433358,0.0004804191,0.001108102],"study_design_scores_gemma":[0.000004908651,0.00001617446,0.9983828,0.00004379667,0.00002891483,0.00009490443,0.0007735878,0.0001502809,0.00003646223,0.000009439411,0.0004505055,0.000008180309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939301,0.0008984,0.0001595018,0.0001632511,0.000009615999,0.00008605799,0.003425316,0.00001475309,0.001313102],"genre_scores_gemma":[0.9964622,0.0006323715,0.0001617388,0.0001492921,0.000005831029,0.00005097896,0.002050696,0.000008474895,0.0004784673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02834794,"threshold_uncertainty_score":0.2056797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161257801565988,"score_gpt":0.2723133780302387,"score_spread":0.2561875978736399,"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."}}