{"id":"W4417033994","doi":"10.15173/m.v1i48.4036","title":"Opting for Change: Rethinking Canada's Organ Donation System","year":2025,"lang":"","type":"article","venue":"The Meducator","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Opting out; Healthcare system; Public health; Health economics; Donation; Population health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04742191,0.0005745046,0.0006198886,0.003038281,0.04066726,0.0190206,0.008401073,0.009611099,0.006635956],"category_scores_gemma":[0.06948239,0.0007079732,0.001126773,0.003727017,0.0245923,0.006828461,0.01478844,0.01438171,0.0004702574],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2480883,"about_ca_system_score_gemma":0.6186078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880505,"about_ca_topic_score_gemma":0.9955196,"domain_scores_codex":[0.9485788,0.009737054,0.001670652,0.003522144,0.0228416,0.01364973],"domain_scores_gemma":[0.9270828,0.0189876,0.001642737,0.004464498,0.02941139,0.01841095],"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":[0.0001556794,0.0001288115,0.02602658,0.0003822854,0.00006777954,0.001486209,0.0355095,0.002585724,0.0008565715,0.5271956,0.2665279,0.1390774],"study_design_scores_gemma":[0.0001979682,0.0001777972,0.0287188,0.001926735,0.000147288,0.0003987505,0.02942836,0.004291512,0.000886769,0.06352039,0.8698195,0.0004862306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06917552,0.005912152,0.009641416,0.7298339,0.004486109,0.000716913,0.0006102754,0.0004145727,0.1792091],"genre_scores_gemma":[0.6745597,0.005249414,0.01988452,0.2448931,0.001003033,0.0003868336,0.0005223184,0.0002706771,0.05323044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7519117,"threshold_uncertainty_score":0.872111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018767478671413,"score_gpt":0.2994254062498501,"score_spread":0.269237731463136,"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."}}