{"id":"W1908212400","doi":"10.1111/risa.12418","title":"Risk Communication, Values Clarification, and Vaccination Decisions","year":2015,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Fonds de Recherche du Québec - Santé; American Cancer Society","keywords":"Vaccination; Risk communication; Sample (material); Psychology; Medicine; Social psychology; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0195434,0.0006330482,0.0004181317,0.000593421,0.001058771,0.002683675,0.0006571126,0.001411218,0.005862419],"category_scores_gemma":[0.1044543,0.0005712436,0.0006085833,0.000286431,0.001802245,0.002973375,0.001941821,0.002728075,0.0004918843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243514,"about_ca_system_score_gemma":0.001932728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284823,"about_ca_topic_score_gemma":0.00107389,"domain_scores_codex":[0.974554,0.02101825,0.0006990828,0.001143869,0.001988258,0.0005966342],"domain_scores_gemma":[0.8870007,0.09343689,0.01321819,0.002420535,0.001593219,0.002330362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.007492634,0.01028677,0.2302321,0.002343021,0.0004612933,0.0007846034,0.1402963,0.005059838,0.01870472,0.01948257,0.004804436,0.5600518],"study_design_scores_gemma":[0.004080049,0.020054,0.5880698,0.005680438,0.001525415,0.001793824,0.1160476,0.03746944,0.03326887,0.1207632,0.07017709,0.001070399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738731,0.0005600314,0.009063896,0.002850443,0.00006585684,0.0002559162,0.00005891547,0.00007912669,0.01319261],"genre_scores_gemma":[0.9841809,0.0003176405,0.01380224,0.0004918835,0.00002462144,0.0002586989,0.0000388836,0.00001726631,0.0008678178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195434,"threshold_uncertainty_score":0.1033566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467984503011299,"score_gpt":0.3346341437744077,"score_spread":0.2999542987442947,"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."}}