{"id":"W2794683609","doi":"10.1016/j.vaccine.2018.03.063","title":"Vaccine hesitancy around the globe: Analysis of three years of WHO/UNICEF Joint Reporting Form data-2015–2017","year":2018,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":553,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"World Health Organization","keywords":"Globe; Medicine; Quarter (Canadian coin); Rigour; Family medicine; Demography; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003176389,0.0001808814,0.0008279473,0.0002929399,0.0004066899,0.00005823786,0.001162572,0.0001215208,0.0006723341],"category_scores_gemma":[0.001992227,0.0001392721,0.0002630044,0.002099722,0.00001884518,0.0005384533,0.0003790975,0.0001586148,0.00002334972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007181907,"about_ca_system_score_gemma":0.0002211128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790482,"about_ca_topic_score_gemma":0.05315832,"domain_scores_codex":[0.9969109,0.0001066086,0.001493776,0.0004547332,0.000596137,0.0004378713],"domain_scores_gemma":[0.9950739,0.0002269398,0.00216621,0.001907822,0.0005158255,0.000109285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703037,0.000206069,0.9167027,0.00006699767,0.002101773,0.00004230787,0.007171555,0.00002677405,0.00120478,0.006759758,0.04832069,0.01722623],"study_design_scores_gemma":[0.0006140085,0.000156695,0.9741689,0.00007448864,0.001424655,0.000003759863,0.001292525,0.0009715415,0.0003271996,0.002472821,0.0182705,0.0002229168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874545,0.001426786,0.0006562895,0.00328625,0.0002908372,0.0003586909,0.0000571267,0.00005033268,0.006419166],"genre_scores_gemma":[0.9974439,0.0003806168,0.0004273343,0.0001298021,0.0008978442,0.000004721056,0.00003711252,0.00001816034,0.0006605284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05746614,"threshold_uncertainty_score":0.9641191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08001663092526451,"score_gpt":0.3530048383203906,"score_spread":0.2729882073951261,"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."}}