{"id":"W4416438742","doi":"10.1016/j.ccc.2025.08.006","title":"Ethics and Organ Donation After Cardiac Arrest","year":2025,"lang":"en","type":"article","venue":"Critical Care Clinics","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Organ donation; Donation; Ethical issues; Life saving; Resuscitation Orders; Organ transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01309098,0.0001588531,0.0003046987,0.0005189565,0.006402156,0.005124616,0.0006743637,0.008047065,0.002832153],"category_scores_gemma":[0.04923974,0.0002388353,0.0002688479,0.0003659473,0.01336522,0.001978162,0.003241984,0.01022922,0.0003161978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033341,"about_ca_system_score_gemma":0.01245552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069705,"about_ca_topic_score_gemma":0.008428071,"domain_scores_codex":[0.9830893,0.01378606,0.0003742667,0.0002809889,0.001074814,0.001394558],"domain_scores_gemma":[0.9593387,0.02906084,0.002285475,0.0006466657,0.002444311,0.006224018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001450725,0.0004328215,0.02072271,0.0002890429,0.00005677967,0.007341154,0.03594379,0.001073369,0.0007199414,0.7186118,0.1365158,0.07814775],"study_design_scores_gemma":[0.00009411837,0.0002751834,0.03176938,0.00265194,0.00004528563,0.008538291,0.05209991,0.00103436,0.0006809569,0.5378556,0.3648094,0.0001454637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08935037,0.01839292,0.002849255,0.7330734,0.005080917,0.00004293205,0.00002182007,0.00001251622,0.1511759],"genre_scores_gemma":[0.912991,0.008004039,0.00088117,0.06337892,0.005929539,0.00006172964,0.00001389972,0.00002163864,0.008718057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01309098,"threshold_uncertainty_score":0.06923258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027104430932549,"score_gpt":0.3989127277172931,"score_spread":0.3686416834079676,"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."}}