{"id":"W2037218209","doi":"10.1016/j.vaccine.2015.04.037","title":"Measuring vaccine hesitancy: The development of a survey tool","year":2015,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":968,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; Institut National de Santé Publique du Québec","funders":"World Health Organization","keywords":"Vaccination; Scale (ratio); Immunization; Family medicine; Medicine; Psychology; Public relations; Political science; Immunology; Geography","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":[0.003429084,0.0001357988,0.0002624026,0.00007543276,0.0003591579,0.00004116588,0.0004453555,0.00006864774,0.0002129386],"category_scores_gemma":[0.00102289,0.0000960077,0.00005469192,0.0005482347,0.000002292714,0.000200237,0.00008902731,0.0001161761,0.00009866564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286965,"about_ca_system_score_gemma":0.0006865308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050368,"about_ca_topic_score_gemma":0.02783489,"domain_scores_codex":[0.9982435,0.0002888387,0.000450031,0.0002032839,0.0004704158,0.0003439671],"domain_scores_gemma":[0.9987513,0.0002182887,0.0001550927,0.0003183029,0.0004266359,0.0001303703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877682,0.0001340131,0.9299389,0.00002249501,0.00008275364,0.000006016644,0.02528849,0.00001781958,0.0002583858,0.001805799,0.0296412,0.01261636],"study_design_scores_gemma":[0.001126176,0.00004752092,0.9304419,0.00004053316,0.00002139936,0.000001263203,0.001652981,0.00001103448,0.001403184,0.0007674324,0.06426963,0.0002169923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894012,0.001190216,0.0007226148,0.001922586,0.0003420974,0.000322068,0.000003739125,0.00006869251,0.006026757],"genre_scores_gemma":[0.9971904,0.00004109906,0.00084698,0.00009955915,0.0002549864,0.00001373598,0.000006067285,0.00001520008,0.00153198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03462843,"threshold_uncertainty_score":0.9899046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142562540898946,"score_gpt":0.3023327714784706,"score_spread":0.188076517388576,"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."}}