{"id":"W3018819993","doi":"10.1177/0840470420919129","title":"Deceased organ donation in Nova Scotia: Presumed consent and system transformation","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Organ donation; Nova scotia; Legislation; Donation; Government (linguistics); Accountability; Business; Health care; Medicine; Family medicine; Public relations; Political science; Law; Transplantation; Surgery; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001321536,0.0001041038,0.000159364,0.0001711513,0.00004590823,0.00002007653,0.00003200049,0.00005530897,0.00003483914],"category_scores_gemma":[0.000009162005,0.0001036016,0.00002311195,0.0002931299,0.00001650621,0.0001182717,0.000009445085,0.00009810867,0.00004259652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119336,"about_ca_system_score_gemma":0.00003770172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369769,"about_ca_topic_score_gemma":0.001338632,"domain_scores_codex":[0.9989793,0.00004882041,0.0003303517,0.0002037758,0.0002547477,0.0001830317],"domain_scores_gemma":[0.9996479,0.000020126,0.00005880295,0.00008137093,0.0000492591,0.0001425562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00368686,0.0004978327,0.4871334,0.06952965,0.0003816386,0.0005816949,0.01806987,0.0001151668,0.001569545,0.2781444,0.004584072,0.1357058],"study_design_scores_gemma":[0.02400291,0.0008794621,0.9130982,0.002290596,0.0003520263,0.000099376,0.02419039,0.02090824,0.00444544,0.0001978206,0.008918552,0.0006169617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5548331,0.0004958996,0.02160969,0.4045075,0.0004008151,0.005205036,0.0000525533,0.0004778604,0.01241756],"genre_scores_gemma":[0.9951701,0.0001464892,0.0004890222,0.003894978,0.00002789704,0.00001387327,0.0002158183,0.00001416505,0.0000276716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.440337,"threshold_uncertainty_score":0.4224752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239252559785485,"score_gpt":0.2867685731449195,"score_spread":0.2543760475470647,"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."}}