{"id":"W4378782133","doi":"10.1177/08404704231175024","title":"Development of a consortium to examine organ donation legislative and system reforms: A report from the LEADDR consortium","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Children's Hospital of Eastern Ontario; University of Ottawa; Izaak Walton Killam Health Centre; McMaster University; Translational Research in Oncology; Dalhousie University; University of Alberta; Université Laval; Nova Scotia Health Authority","funders":"Health Canada","keywords":"Nova scotia; Organ donation; Legislature; Legislation; Multidisciplinary approach; Jurisdiction; Referral; Donation; Variety (cybernetics); Public administration; Political science; Informed consent; Medicine; Family medicine; Transplantation; Law; Geography; Alternative medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1129529,0.0005438635,0.0003771981,0.002156221,0.01040476,0.009828839,0.003052317,0.004297314,0.001950874],"category_scores_gemma":[0.05056898,0.0006249112,0.0006323095,0.002630363,0.004689666,0.00336362,0.01136005,0.004946232,0.0003983123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03751643,"about_ca_system_score_gemma":0.2178884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1906103,"about_ca_topic_score_gemma":0.3095396,"domain_scores_codex":[0.9440707,0.03061229,0.001719457,0.002552005,0.01214354,0.00890207],"domain_scores_gemma":[0.8911914,0.0190706,0.005968639,0.006409323,0.03625805,0.04110194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003612284,0.004104495,0.1306337,0.00110242,0.0001849167,0.009208659,0.2079186,0.005649934,0.009674604,0.09149566,0.2819964,0.2576695],"study_design_scores_gemma":[0.0004307418,0.001434617,0.09542523,0.001579058,0.0001036676,0.00212309,0.2302804,0.003580868,0.005161422,0.00742303,0.6520808,0.0003770232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5457881,0.007099421,0.02074211,0.3129573,0.002466608,0.0084861,0.001449163,0.0005887597,0.1004223],"genre_scores_gemma":[0.8842787,0.00268585,0.03682712,0.03127758,0.000452533,0.003230569,0.001787851,0.0002376629,0.03922223],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1906103,"threshold_uncertainty_score":0.5973591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576691760617901,"score_gpt":0.3032988832307797,"score_spread":0.2675319656246007,"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."}}