{"id":"W2019077291","doi":"10.1016/j.vaccine.2014.10.016","title":"Ethical considerations in post-market-approval monitoring and regulation of vaccines","year":2014,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Harm; Transparency (behavior); Relevance (law); Obligation; Accountability; Context (archaeology); Licensure; Engineering ethics; Political science; Public relations; Business; Medicine; Psychology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008221731,0.00006892802,0.0001623223,0.0001080446,0.0001599136,0.00002896241,0.00005140177,0.0001395605,0.0002799812],"category_scores_gemma":[0.001360789,0.00006676305,0.00002422802,0.0001749546,0.000003661085,0.0001595118,0.00002530548,0.000156904,0.000002832666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001857479,"about_ca_system_score_gemma":0.00006911127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005837958,"about_ca_topic_score_gemma":0.001878468,"domain_scores_codex":[0.9991289,0.0001902641,0.0002398682,0.0001487774,0.0001438103,0.000148381],"domain_scores_gemma":[0.9991624,0.0004488563,0.00006937388,0.0001142362,0.0001506747,0.00005447048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007655955,0.00007512145,0.87442,0.00005052717,0.00001852094,0.000003249942,0.00625434,0.00004173353,0.01188268,0.09450419,0.002438835,0.01023418],"study_design_scores_gemma":[0.0006203716,0.00005113464,0.9870458,0.00003802142,0.00001061156,0.000001668387,0.0004303486,0.0001638057,0.0009672915,0.008737,0.001846629,0.0000872861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851378,0.0002230708,0.00009496616,0.009226329,0.0001468115,0.0001498234,0.000001066003,0.00002900317,0.004991105],"genre_scores_gemma":[0.9984465,0.00008042297,0.0006779807,0.0001029204,0.0003178909,0.000005317277,0.000001332037,0.000006257704,0.0003614223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126258,"threshold_uncertainty_score":0.3065598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842888337807203,"score_gpt":0.2974175048869534,"score_spread":0.2789886215088814,"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."}}