{"id":"W4367672030","doi":"10.1007/s12630-023-02423-4","title":"Answering global challenges to the determination of death: consensus-building leadership from Canada","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care; Hamilton Health Sciences; Impact; Health Sciences Centre; University of British Columbia; McMaster University Medical Centre","funders":"University of British Columbia; Providence Health Care; NHS Blood and Transplant","keywords":"Humanities; Political science; Philosophy","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":[0.02186178,0.0007261428,0.001539409,0.001325511,0.02781923,0.01163047,0.003882895,0.0431253,0.008151883],"category_scores_gemma":[0.06296467,0.0009510103,0.001399417,0.001554561,0.01224877,0.004707932,0.007585906,0.06634583,0.001248722],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07446223,"about_ca_system_score_gemma":0.3041192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.750788,"about_ca_topic_score_gemma":0.8936296,"domain_scores_codex":[0.9775741,0.005242136,0.001264481,0.001442402,0.006370313,0.008106548],"domain_scores_gemma":[0.8688441,0.0277183,0.00322924,0.001200265,0.03426055,0.06474756],"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":[0.0000497148,0.00005042733,0.002514919,0.0001392894,0.00004407407,0.002586866,0.003832506,0.0002138964,0.0002699831,0.009597471,0.9681075,0.01259341],"study_design_scores_gemma":[0.000128168,0.00005752021,0.004134685,0.001256521,0.00005661414,0.001530196,0.01826678,0.0007904321,0.0002520775,0.01609431,0.9572092,0.0002234987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005974685,0.000865898,0.00008619572,0.9919915,0.004353459,0.00001040943,0.00001415556,0.000004868166,0.002076178],"genre_scores_gemma":[0.03058812,0.002883053,0.0008621439,0.9480267,0.007006107,0.00004854825,0.00003672017,0.00004998117,0.01049874],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9255378,"threshold_uncertainty_score":0.5402638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932360362067201,"score_gpt":0.2525606732869488,"score_spread":0.2032370696662768,"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."}}