{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02457954,0.0008437305,0.00174119,0.002383066,0.002004611,0.005635249,0.002282608,0.00701601,0.005049138],"category_scores_gemma":[0.09394643,0.0004757559,0.001119235,0.001407449,0.006467839,0.01346736,0.004252166,0.01127249,0.001540118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191869,"about_ca_system_score_gemma":0.02061308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006329803,"about_ca_topic_score_gemma":0.009394472,"domain_scores_codex":[0.9844706,0.01000531,0.001274804,0.0006716166,0.002787217,0.0007903161],"domain_scores_gemma":[0.9602784,0.02508784,0.004361283,0.001035157,0.00634546,0.002891997],"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":[0.0001577207,0.0005965966,0.01845833,0.00975012,0.000475603,0.0009154626,0.01140662,0.0009746518,0.0008404203,0.0351829,0.2194285,0.701813],"study_design_scores_gemma":[0.0002402058,0.000826637,0.02043384,0.03590093,0.0004523105,0.002476506,0.04207835,0.001509696,0.002512258,0.1716313,0.7215997,0.0003381577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008455812,0.07368889,0.007432019,0.8933103,0.005856309,0.0002999258,0.0001586755,0.0001886102,0.01060944],"genre_scores_gemma":[0.2463939,0.2136608,0.04848295,0.4674723,0.01323467,0.001994211,0.0004602341,0.00021865,0.008082185],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02457954,"threshold_uncertainty_score":0.1299906,"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."}}