{"id":"W3005885590","doi":"10.1016/j.vaccine.2020.01.035","title":"Vaccine exemption requirements and parental vaccine attitudes: an online experiment","year":2020,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Legislation; Checklist; Mandate; Medicine; Vaccination; Family medicine; Parental consent; Business; Public relations; Psychology; Political science; Law; Informed consent; Virology; Alternative medicine","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":[0.005874103,0.0008038549,0.001017346,0.0005896147,0.002189129,0.004037982,0.001132889,0.002842754,0.02347807],"category_scores_gemma":[0.02510874,0.001168304,0.0008321139,0.0004540107,0.001620304,0.002776349,0.001377603,0.004045491,0.003339577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008353672,"about_ca_system_score_gemma":0.001371583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606895,"about_ca_topic_score_gemma":0.002834989,"domain_scores_codex":[0.9977295,0.001073908,0.0001550242,0.0003670155,0.0003334549,0.000341171],"domain_scores_gemma":[0.9321873,0.04731419,0.009586627,0.004627225,0.0009341811,0.005350426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1054747,0.572336,0.2588486,0.0003326147,0.0006298094,0.0005418212,0.0111161,0.001780586,0.007150191,0.003933093,0.004084496,0.03377202],"study_design_scores_gemma":[0.03664779,0.1655388,0.7395375,0.0001560666,0.001400973,0.0004579343,0.01576559,0.01730445,0.0068819,0.006861456,0.009000526,0.0004469135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981821,0.00002142721,0.00007404048,0.000135327,0.00002989686,0.00009712372,0.0001010381,0.000007840197,0.001351453],"genre_scores_gemma":[0.9929703,0.0000540093,0.000389215,0.0003170953,0.0000615777,0.000471328,0.0002565312,0.0000112747,0.005468711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347807,"threshold_uncertainty_score":0.07854193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07722727010995381,"score_gpt":0.356864445548783,"score_spread":0.2796371754388292,"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."}}