{"id":"W2900723350","doi":"10.1093/pch/pxy131","title":"Addressing vaccine hesitancy in immunization programs, clinics and practices","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Immunization; Government (linguistics); Medicine; Psychological intervention; Immunization program; Family medicine; Health care; Best practice; Nursing; Public relations; Political science; 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":[0.00223853,0.0001242397,0.0002454474,0.0001901994,0.001069919,0.0001451439,0.0001820432,0.0001311659,0.00004222839],"category_scores_gemma":[0.001144414,0.000126171,0.00003157246,0.001000379,0.00002121134,0.0005406349,0.00006021385,0.0003105226,0.00002353824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381163,"about_ca_system_score_gemma":0.0005444193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857587,"about_ca_topic_score_gemma":0.01324291,"domain_scores_codex":[0.9980193,0.0003930203,0.0004764818,0.000309977,0.0002973022,0.0005038994],"domain_scores_gemma":[0.998522,0.0002375639,0.0006750714,0.0001988266,0.0001712012,0.0001953109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002562016,0.0001424257,0.8907743,0.00006684808,0.000004818987,0.000003213247,0.01167575,4.036163e-7,3.936309e-7,0.003706812,0.001256251,0.09234317],"study_design_scores_gemma":[0.001222071,0.0004183949,0.8868448,0.0001797282,0.00002562649,0.00000417496,0.003362783,0.0001129975,0.000001998756,0.002808364,0.1047082,0.0003109372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886296,0.04492779,0.0004581911,0.05154296,0.00109807,0.001489856,0.000007073343,0.0002436391,0.01393645],"genre_scores_gemma":[0.9681046,0.02628227,0.001663332,0.001567089,0.002261956,0.00000940357,0.00001855205,0.0000193821,0.00007344361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034519,"threshold_uncertainty_score":0.8229064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331089186471164,"score_gpt":0.3993923111352343,"score_spread":0.3360814192705227,"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."}}