{"id":"W4361291657","doi":"10.1007/s12630-023-02399-1","title":"Preventable harm in the Canadian organ donation and transplantation system: a descriptive study of missed organ donor identification and referral","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McGill University; McGill University Health Centre","funders":"Canadian Blood Services","keywords":"Medicine; Donation; Referral; Organ donation; Harm; Transplantation; Audit; Family medicine; Legislation; Population; Surgery; Environmental health; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001466456,0.0003523289,0.0004134962,0.003118121,0.003051844,0.001454724,0.001996599,0.000553807,0.001849258],"category_scores_gemma":[0.007075494,0.0003570702,0.0008123883,0.007674858,0.0008299201,0.0007136889,0.001846218,0.001145714,0.0001289544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03672636,"about_ca_system_score_gemma":0.06088348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821671,"about_ca_topic_score_gemma":0.9876893,"domain_scores_codex":[0.997429,0.0001271598,0.0002395278,0.000228464,0.001327961,0.0006479938],"domain_scores_gemma":[0.992772,0.0006530208,0.002844109,0.0001832747,0.002362926,0.001184591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003247952,0.00004055923,0.9932908,0.00009560703,0.00003952759,0.00007885945,0.001660763,0.00008178756,0.0000378554,0.0001539072,0.001486014,0.003001707],"study_design_scores_gemma":[0.000004521739,0.00003612263,0.9930093,0.00009551788,0.00002596434,0.0001069768,0.004817242,0.0003370194,0.00003696991,0.00003640788,0.001475453,0.00001851399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871016,0.0007245661,0.000143616,0.0006444848,0.00001257049,0.0001665985,0.008369544,0.00001245795,0.002824557],"genre_scores_gemma":[0.9956353,0.0006608371,0.0001760186,0.0002553276,0.000007458879,0.00006200148,0.002848866,0.000005646221,0.0003485168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03672636,"threshold_uncertainty_score":0.2664696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717819837115438,"score_gpt":0.2475287671169346,"score_spread":0.2203505687457802,"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."}}