{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002189897,0.00007205239,0.0001403228,0.00006145473,0.00007889931,0.00002677597,0.0000222893,0.0001956294,0.00005876066],"category_scores_gemma":[0.001728914,0.00006908743,0.00004674166,0.0001258217,0.000129949,0.00004796378,0.00001308157,0.0004554162,0.00002174907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003023244,"about_ca_system_score_gemma":0.000140115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002316601,"about_ca_topic_score_gemma":0.00001190707,"domain_scores_codex":[0.9993035,0.00007364277,0.0001866875,0.000176455,0.0001603119,0.00009936677],"domain_scores_gemma":[0.9985407,0.0008655133,0.000009491104,0.0001170644,0.0003838328,0.00008342576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009914818,0.0003589838,0.6001659,0.008396685,0.0001715343,0.0002063905,0.01170599,9.27327e-7,0.001147429,0.3087689,0.001629204,0.06645659],"study_design_scores_gemma":[0.002440654,0.0002818582,0.919664,0.000607826,0.0008458691,0.00000765512,0.004342463,0.0001398609,0.003646605,0.006017564,0.06168569,0.000319936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494906,0.007454427,0.0115111,0.09487618,0.006725028,0.0008594404,0.0002659651,0.000359623,0.02845759],"genre_scores_gemma":[0.993725,0.0002887603,0.000826711,0.004764033,0.0001299685,0.000009422052,0.00008811948,0.000009240445,0.0001587331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3194981,"threshold_uncertainty_score":0.2817304,"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."}}