{"id":"W3092274054","doi":"10.1093/eurpub/ckaa165.475","title":"Mandatory immunization: Empirical examination of governance instruments in 28 Global NITAG Network (GNN) countries","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Population; Enforcement; Legislation; Vaccination; Sanctions; Medicine; Business; Political science; Environmental health; Law","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":[0.01477621,0.0002830904,0.0003394359,0.002499335,0.0007523187,0.001522619,0.0008709104,0.0005087248,0.002735802],"category_scores_gemma":[0.02948836,0.0003754373,0.0003930428,0.003837194,0.002727212,0.001751938,0.003070613,0.000836877,0.0002537501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618509,"about_ca_system_score_gemma":0.00134251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083422,"about_ca_topic_score_gemma":0.01290386,"domain_scores_codex":[0.9922923,0.004457133,0.0006865312,0.0008607082,0.0009247129,0.0007786031],"domain_scores_gemma":[0.9494073,0.01972769,0.02235802,0.002746123,0.003642848,0.002117981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001793484,0.00003682977,0.9943339,0.00004880413,0.00003290508,0.00003777551,0.00179318,0.0001994185,0.00002733776,0.0005620451,0.0003399069,0.002569899],"study_design_scores_gemma":[0.000005881755,0.00008360684,0.9875395,0.0001550042,0.00001681588,0.00006129941,0.009863742,0.0005949136,0.00006722844,0.0002108149,0.001393374,0.00000784943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953151,0.0001959126,0.0003401731,0.0002387035,0.00001005375,0.00008055787,0.0006702521,0.000004952584,0.003144205],"genre_scores_gemma":[0.9988889,0.00007475717,0.0003106099,0.00004578334,0.000004227998,0.00006107796,0.0005042838,0.000003252343,0.0001070021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477621,"threshold_uncertainty_score":0.07814503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07471189647622603,"score_gpt":0.3330527358276135,"score_spread":0.2583408393513875,"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."}}