{"id":"W3022990450","doi":"10.1007/s12630-020-01692-7","title":"Variability in deceased donor care in Canada: a report of the Canada-DONATE cohort study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université Laval; University of Calgary; Queen's University; Western University; Université de Sherbrooke; University of Toronto; St. Michael's Hospital; Ottawa Hospital; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; The Quebec Population Health Research Network; McMaster University; Children's Hospital of Eastern Ontario; Impact","funders":"Fonds de Recherche du Québec - Santé; Canadian Blood Services; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Cohort; Medicine; Family medicine; Demography; Internal medicine; Sociology","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":[0.001512334,0.0004031766,0.0006264491,0.001570923,0.002364383,0.00230174,0.002008641,0.0008767808,0.001438738],"category_scores_gemma":[0.004637732,0.0005191549,0.0008948313,0.007538467,0.0008655137,0.0006321797,0.001311766,0.001271647,0.0001745668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01872603,"about_ca_system_score_gemma":0.02024223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863063,"about_ca_topic_score_gemma":0.9861608,"domain_scores_codex":[0.9975402,0.0002497319,0.0001771216,0.0005746241,0.0007168124,0.0007415524],"domain_scores_gemma":[0.994047,0.0004221962,0.001405397,0.0004663325,0.002640859,0.001018129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260332,0.00001470504,0.9979984,0.0000087177,0.00007590662,0.0000398606,0.0003463352,0.00003799291,0.00004373011,0.00007332829,0.0005933803,0.0007349478],"study_design_scores_gemma":[0.000002845922,0.000005141933,0.9988756,0.00001131498,0.0000233266,0.00003512145,0.000557403,0.0001082695,0.00001540793,0.00001580453,0.0003416323,0.000008220079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884655,0.001113844,0.000244473,0.0005179114,0.00002914651,0.00003456154,0.008110116,0.00001456079,0.001469864],"genre_scores_gemma":[0.9966654,0.0004596283,0.0001540683,0.0001503722,0.000009433225,0.00001394428,0.002161895,0.00001064843,0.0003746252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872603,"threshold_uncertainty_score":0.1358675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865112859943821,"score_gpt":0.2061583657419905,"score_spread":0.1975072371425523,"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."}}