{"id":"W2006694128","doi":"10.1016/j.vaccine.2015.04.043","title":"How to deal with vaccine hesitancy?","year":2015,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"World Health Organization","keywords":"Immunization; Public relations; Public health; Vaccination; Political science; Family medicine; Medicine; Business; Nursing; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004502636,0.0001812922,0.0002759257,0.000134227,0.0002712422,0.0001853456,0.0003400434,0.00008420859,0.0002174153],"category_scores_gemma":[0.0001297229,0.0001432083,0.00004650416,0.0007209797,0.000001421181,0.0004553955,0.00005720321,0.0001244182,0.0002635866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492299,"about_ca_system_score_gemma":0.0002715126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537216,"about_ca_topic_score_gemma":0.01014282,"domain_scores_codex":[0.9984283,0.00008633832,0.0001645115,0.0003351936,0.0004572959,0.0005283105],"domain_scores_gemma":[0.998642,0.00005672086,0.00006834178,0.0002967313,0.0003248634,0.000611299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007797484,0.0002169558,0.417986,0.0000233418,0.00009343839,0.0002496296,0.01359922,0.00004547242,0.000280405,0.02250143,0.5190436,0.02518067],"study_design_scores_gemma":[0.002042606,0.0005484389,0.05644576,0.00003765079,0.00003923403,0.00001059519,0.003295044,0.00000567982,0.000320454,0.001244595,0.9356338,0.00037618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575165,0.001013138,0.00302196,0.1071512,0.0003004309,0.0007410117,0.000006833169,0.000379008,0.02987],"genre_scores_gemma":[0.9753416,0.00004166513,0.004136709,0.001348178,0.001204944,0.0000258228,0.000005316749,0.00003033683,0.01786549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4165901,"threshold_uncertainty_score":0.5839866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699640711871929,"score_gpt":0.2788517215293213,"score_spread":0.251855314410602,"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."}}