{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2513759,0.001953971,0.002540641,0.01139162,0.01423563,0.01246908,0.00997883,0.01059374,0.008552203],"category_scores_gemma":[0.2365087,0.00157905,0.004714781,0.009070848,0.007930754,0.006550395,0.01724168,0.01340265,0.002630239],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1040098,"about_ca_system_score_gemma":0.5489445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6272699,"about_ca_topic_score_gemma":0.7322001,"domain_scores_codex":[0.8275816,0.09504133,0.02334587,0.006738171,0.03634157,0.01095137],"domain_scores_gemma":[0.6440381,0.07605288,0.01045585,0.006845652,0.2315837,0.03102366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000202859,0.0002974472,0.003519305,0.01260673,0.000318373,0.002803754,0.04673535,0.003264428,0.002192005,0.05121299,0.5858731,0.2909736],"study_design_scores_gemma":[0.0002558218,0.0001235002,0.002517901,0.0338558,0.0002385483,0.0008642743,0.01294277,0.0018561,0.0007946055,0.02540952,0.9207285,0.000412689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006684895,0.06221722,0.08777212,0.7368169,0.01274869,0.02131879,0.002237955,0.0006584793,0.06954487],"genre_scores_gemma":[0.1375033,0.07342591,0.5917902,0.1466174,0.002952543,0.01695747,0.004759754,0.0006202013,0.02537324],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8959901,"threshold_uncertainty_score":0.9231868,"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."}}