{"id":"W4393155790","doi":"10.1503/cmaj.230298","title":"Imperfect choices along a transplant journey","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Lymphoma; Lung; Chemotherapy; Pulmonary fibrosis; Internal medicine; Oncology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01166469,0.0004040084,0.0006468417,0.0009288511,0.01461948,0.01288071,0.001333448,0.004936868,0.0219521],"category_scores_gemma":[0.02967237,0.0004361323,0.00062167,0.0009818401,0.0109503,0.009402591,0.009179328,0.0180696,0.005491003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006028608,"about_ca_system_score_gemma":0.01075556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367967,"about_ca_topic_score_gemma":0.01701142,"domain_scores_codex":[0.9918256,0.003817182,0.0003624376,0.0006110287,0.001729041,0.001654782],"domain_scores_gemma":[0.9732478,0.003382249,0.001272691,0.0006973543,0.002557668,0.01884214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003510368,0.000950315,0.04817412,0.000248163,0.0002103849,0.01022382,0.07874532,0.0008356748,0.001214658,0.1770995,0.5202373,0.1617097],"study_design_scores_gemma":[0.00004778028,0.0002403837,0.008782236,0.001180291,0.0000542542,0.007608467,0.1066252,0.000470516,0.0003386771,0.1228898,0.7515876,0.000174676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1116246,0.01301556,0.006803399,0.7727178,0.008317375,0.00005590274,0.0002231768,0.0002337978,0.08700833],"genre_scores_gemma":[0.7168264,0.01980546,0.008696119,0.1965108,0.00485031,0.00009398433,0.0003797779,0.0006864945,0.05215067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0219521,"threshold_uncertainty_score":0.07343709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448817299084629,"score_gpt":0.3036703320168844,"score_spread":0.2891821590260381,"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."}}