{"id":"W4396978798","doi":"10.1016/j.cjco.2024.05.004","title":"The Potential for Heart Donation After Death Determination by Circulatory Criteria in the Province of Québec","year":2024,"lang":"en","type":"article","venue":"CJC Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Donation; Circulatory system; Organ donation; Medicine; Cardiology; Internal medicine; Political science; Transplantation; Law","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":[0.0009185519,0.0001650057,0.000160372,0.000796402,0.001519239,0.0008604135,0.0006746012,0.0002237811,0.002471769],"category_scores_gemma":[0.003236111,0.00008795123,0.0002483054,0.001250447,0.0004278139,0.0002635231,0.0005281926,0.0004239266,0.000121052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521751,"about_ca_system_score_gemma":0.01525272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761969,"about_ca_topic_score_gemma":0.9860374,"domain_scores_codex":[0.9993482,0.0001215498,0.00003983625,0.00007266176,0.0001707761,0.0002469055],"domain_scores_gemma":[0.9963097,0.0004399002,0.001079579,0.00008499891,0.001237131,0.0008486854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004624503,0.00001872446,0.9895677,0.00003925274,0.00002173045,0.0001591628,0.0003133585,0.0001348353,0.000171061,0.0001107017,0.00197158,0.007445789],"study_design_scores_gemma":[0.00000746593,0.00002680505,0.9958127,0.00009707909,0.00001691268,0.0002064031,0.001036704,0.0005263981,0.00009783527,0.0000317478,0.002129622,0.00001020102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907837,0.001277175,0.0002990036,0.00117203,0.00003272964,0.00006062311,0.002697114,0.00001270699,0.003665006],"genre_scores_gemma":[0.9985006,0.0003011764,0.0001270457,0.0001072275,0.000006251796,0.00001087562,0.000532206,0.000001638032,0.0004128613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380311,"threshold_uncertainty_score":0.1104112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268843168689032,"score_gpt":0.367897234216674,"score_spread":0.3452088025297837,"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."}}