{"id":"W3178535569","doi":"10.1016/j.jaip.2021.06.035","title":"Vaccine Hesitancy: Drivers and How the Allergy Community Can Help","year":2021,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec","funders":"Centers for Disease Control and Prevention; Imperial College London; Imperial College Healthcare NHS Trust; National Institute for Health and Care Research; Public Health England; Aimmune Therapeutics; Department of Health and Social Care; Johnson and Johnson; Modern Humanities Research Association; Medical Research Council; Merck","keywords":"Allergy; Medicine; Environmental health; Family medicine; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00982737,0.0002760723,0.001450845,0.00009204244,0.001110254,0.0001236543,0.001054313,0.0006212161,0.00007348644],"category_scores_gemma":[0.007523767,0.0001558157,0.000324596,0.0003345067,0.0002943088,0.0004323744,0.0003814745,0.004648947,0.000003612294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009119104,"about_ca_system_score_gemma":0.0009025321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008414674,"about_ca_topic_score_gemma":0.01262359,"domain_scores_codex":[0.9809013,0.01731482,0.001010819,0.0001704073,0.0002589911,0.0003436384],"domain_scores_gemma":[0.9767781,0.02044173,0.001847737,0.0004891168,0.000349549,0.0000937955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005105497,0.0008048943,0.0002380972,0.0001603256,0.020301,0.0005695171,0.01363017,0.000001256796,4.28507e-7,0.01062317,0.01257046,0.9405901],"study_design_scores_gemma":[0.0006004348,0.0003618445,0.0009935513,0.00129102,0.001777392,0.0005291145,0.02076502,2.65348e-7,4.910954e-8,0.0003748163,0.9731414,0.0001650812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001387558,0.9483007,0.00000639065,0.04824907,0.0007143503,0.00018571,0.000002124446,0.000006334546,0.001147825],"genre_scores_gemma":[0.000653652,0.9970766,0.00005663914,0.001171037,0.000409866,0.000003053603,0.000002481932,0.00001840156,0.0006082401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9605709,"threshold_uncertainty_score":0.9976473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08250348923865695,"score_gpt":0.4068165629229671,"score_spread":0.3243130736843101,"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."}}