{"id":"W4310603040","doi":"10.1177/20543581221139039","title":"Estimated Impact of Deemed Consent Legislation for Organ Donation on Individuals With Kidney Failure: A Dynamic Decision Analytic Model","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Izaak Walton Killam Health Centre; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Informed consent; Population; Legislation; Kidney transplantation; Confidence interval; Organ donation; Transplantation; Internal medicine; Environmental health; Law; Alternative medicine","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":[0.006989656,0.00160571,0.002278993,0.001593238,0.0008194791,0.002714842,0.002342507,0.002403386,0.007084612],"category_scores_gemma":[0.01688512,0.001148278,0.002377655,0.001319402,0.001242334,0.001174738,0.001594034,0.002789285,0.0003814684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00996825,"about_ca_system_score_gemma":0.009108057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1769585,"about_ca_topic_score_gemma":0.07421877,"domain_scores_codex":[0.9969902,0.001748028,0.00007883336,0.0004114198,0.0002038049,0.0005676938],"domain_scores_gemma":[0.9846355,0.01254214,0.001185089,0.0002036188,0.0008874302,0.0005463671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002344197,0.00006022999,0.004090771,0.00005939638,0.0001126103,0.00007125303,0.00005143501,0.989325,0.00007913142,0.003771164,0.0004073661,0.001737149],"study_design_scores_gemma":[0.0001301758,0.0001766697,0.001878644,0.00005244336,0.0001627873,0.00003419487,0.00008976833,0.9924006,0.00006833248,0.004237166,0.0007434029,0.00002561703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219099,0.002108816,0.1332735,0.006261275,0.0001783503,0.002001012,0.01107369,0.0002465028,0.02294702],"genre_scores_gemma":[0.974532,0.0007166157,0.01559826,0.0004158274,0.00003701591,0.001114789,0.001486001,0.00002260949,0.006076931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8230416,"threshold_uncertainty_score":0.3518569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524184003715568,"score_gpt":0.3298459399051509,"score_spread":0.3046040998679952,"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."}}