{"id":"W2099164461","doi":"10.1136/jme.2009.029371","title":"Transparency, accountability and vaccination policy","year":2009,"lang":"en","type":"editorial","venue":"Journal of Medical Ethics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transparency (behavior); Appeal; Freedom of information; Confidentiality; Accountability; Duty; Political science; Presumption; Legislation; Medicine; Democracy; Law; Rubella; Vaccination; Law and economics; Measles; Sociology; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05463304,0.0005551729,0.0007068171,0.002045492,0.006948489,0.01574002,0.001641585,0.0137275,0.01110966],"category_scores_gemma":[0.1172374,0.000513013,0.0005694805,0.002290102,0.03451096,0.01518488,0.009728687,0.01081832,0.001133836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01586223,"about_ca_system_score_gemma":0.0240521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118902,"about_ca_topic_score_gemma":0.006550321,"domain_scores_codex":[0.9190969,0.05532383,0.00259166,0.005033733,0.01068182,0.007272072],"domain_scores_gemma":[0.8729472,0.0935728,0.01213815,0.007647262,0.0081728,0.005521757],"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":[0.00001772098,0.00001506659,0.0006595905,0.0001033004,0.00001001527,0.00004259068,0.001595608,0.000419293,0.00004220547,0.9711284,0.01369206,0.01227408],"study_design_scores_gemma":[0.0000202989,0.00002436584,0.0008339214,0.0005374923,0.000008122361,0.00006401759,0.0006225751,0.0005353042,0.0001392338,0.9050515,0.09214005,0.00002320541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01195385,0.02204591,0.01937809,0.6320611,0.003568152,0.0001434105,0.0001662904,0.0001462561,0.3105369],"genre_scores_gemma":[0.8774611,0.01152067,0.006535559,0.07041123,0.004990171,0.0003258506,0.0001116943,0.0001482506,0.02849552],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05463304,"threshold_uncertainty_score":0.2889305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974200818870436,"score_gpt":0.4295755049153333,"score_spread":0.3898334967266289,"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."}}