{"id":"W3128924731","doi":"10.1007/s12630-021-01926-2","title":"Heart donation and transplantation after circulatory determination of death: expert guidance from a Canadian consensus building process","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Grand River Hospital; University of Alberta; Canadian Blood Services; St. Michael's Hospital; Trillium Therapeutics (Canada); Montreal Neurological Institute and Hospital; Dalhousie University; McMaster University; Toronto General Hospital; Montreal Children's Hospital; University of Toronto; University Health Network; McGill University","funders":"Health Canada; Ontario Trillium Foundation; Canadian Blood Services; Australian Government","keywords":"Donation; Organ donation; Medicine; Heart transplantation; Perfusion; Transplantation; Intensive care medicine; Extracorporeal membrane oxygenation; Machine perfusion; Cardiology; Surgery; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007106479,0.0002384348,0.0005619994,0.0006188543,0.000277144,0.000122811,0.00012379,0.0002002989,0.0001231492],"category_scores_gemma":[0.0001854858,0.0002342224,0.0001788871,0.0003041535,0.0001501684,0.0002724012,0.000001294601,0.0004097127,8.983527e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568175,"about_ca_system_score_gemma":0.008603354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1042854,"about_ca_topic_score_gemma":0.3249908,"domain_scores_codex":[0.997885,0.0001879516,0.0008195889,0.0002289838,0.0004115407,0.0004668961],"domain_scores_gemma":[0.9963592,0.000155005,0.0003869167,0.0001493887,0.001119665,0.001829777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004405198,0.00003746742,0.34211,0.0003827604,0.0001751935,0.6320851,0.01179891,0.000130314,0.0031151,0.0002013394,0.0001233587,0.009399931],"study_design_scores_gemma":[0.001042426,0.0001680165,0.375185,0.0007234524,0.0002275252,0.6188717,0.0005650868,0.0001033975,0.001799258,0.0003307446,0.0007932262,0.0001901716],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902926,0.004292525,0.0003215008,0.004637065,0.0002103462,0.0001332695,0.00003315133,0.000004709299,0.00007482528],"genre_scores_gemma":[0.9812632,0.0001501571,0.01785665,0.0003886224,0.0002540879,0.000003609785,0.00001765304,0.00003557501,0.00003039711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207054,"threshold_uncertainty_score":0.997017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768038218203166,"score_gpt":0.2758357424416945,"score_spread":0.2581553602596628,"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."}}