{"id":"W4387606320","doi":"10.1097/01.tp.0000993048.24403.e6","title":"120.4: Preventable harm in the Canadian organ donation and transplantation system (semi colon) a descriptive study of missed organ donor identification and referral","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McGill University Health Centre","funders":"","keywords":"Referral; Medicine; Identification (biology); Harm; Transplantation; Organ donation; Organ transplantation; Solid organ; Donation; Intensive care medicine; Family medicine; General surgery; Surgery; Internal medicine; Psychology; Law; Political science; Social psychology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001318351,0.0003470082,0.0003188295,0.00264726,0.003237501,0.001141311,0.001432629,0.0004881309,0.002891564],"category_scores_gemma":[0.005726627,0.0003277902,0.0008695832,0.005899471,0.0008352379,0.000527123,0.001462354,0.001005739,0.0001832446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03149888,"about_ca_system_score_gemma":0.06035205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983253,"about_ca_topic_score_gemma":0.9880298,"domain_scores_codex":[0.9976671,0.0001360921,0.0002234202,0.0001784939,0.001139311,0.0006555922],"domain_scores_gemma":[0.9943084,0.000380184,0.00217118,0.0001374743,0.0018681,0.001134823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005666129,0.00005770812,0.9876451,0.000214055,0.00004854805,0.00009941853,0.001597477,0.0001273142,0.00006781274,0.0002910326,0.004661759,0.00513311],"study_design_scores_gemma":[0.000006000175,0.000030087,0.9950122,0.0001354972,0.00002224264,0.00009935394,0.002455987,0.0001944043,0.00003719017,0.00003287177,0.001958221,0.0000157563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679834,0.0008135603,0.0001539994,0.0009413931,0.00002361725,0.0003957594,0.02308661,0.00001529476,0.00658628],"genre_scores_gemma":[0.9922135,0.0006973344,0.0002559534,0.0004072207,0.00001537206,0.0001471351,0.005493884,0.000006765839,0.0007626577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03149888,"threshold_uncertainty_score":0.2285414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805819050207402,"score_gpt":0.2794465797269213,"score_spread":0.2413883892248473,"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."}}