{"id":"W3144548236","doi":"10.14745/ccdr.v47i03a07","title":"Designing tailored interventions to address barriers to vaccination","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; Canadian Immunization Research Network; World Health Organization","keywords":"Vaccination; Psychological intervention; Active listening; Intervention (counseling); Medicine; Immunization; Resource (disambiguation); Public relations; Business; Family medicine; Psychology; Nursing; Political science; Computer science; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01128975,0.0008383908,0.0008987003,0.001379411,0.001751826,0.00204613,0.001931316,0.001910074,0.008489332],"category_scores_gemma":[0.02310133,0.0005591575,0.0008960207,0.0007496754,0.0008704512,0.00151003,0.003154687,0.002426924,0.0009502835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970118,"about_ca_system_score_gemma":0.01919743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492005,"about_ca_topic_score_gemma":0.03471287,"domain_scores_codex":[0.9932748,0.004141558,0.00026901,0.0004297899,0.0008082504,0.001076589],"domain_scores_gemma":[0.9935607,0.004301672,0.0004467529,0.0002482673,0.0005421602,0.0009005576],"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":[0.0005293893,0.00752589,0.01493186,0.007819191,0.0006413658,0.0004107956,0.02045713,0.01270554,0.004969253,0.02198478,0.0293496,0.8786752],"study_design_scores_gemma":[0.006748396,0.01397204,0.138145,0.03353527,0.003688672,0.0006194852,0.09118283,0.06394611,0.01104598,0.160183,0.4764056,0.0005276792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4201015,0.01018933,0.2578121,0.08177673,0.002854578,0.06923562,0.001321437,0.00197402,0.1547347],"genre_scores_gemma":[0.5476591,0.009323522,0.3919066,0.009360852,0.0003086796,0.03219056,0.0003966005,0.0001228902,0.008731305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9850799,"threshold_uncertainty_score":0.05970657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759398965755209,"score_gpt":0.3307935988527913,"score_spread":0.2931996091952392,"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."}}