{"id":"W4247290962","doi":"10.2196/preprints.8921","title":"Internet Exposure Associated With Canadian Parents� Perception of Risk on Childhood Immunization: Cross-Sectional Study (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Medicine; Psychological intervention; Risk perception; Population; Cross-sectional study; Vaccination; Immunization; Demography; Family medicine; Perception; Environmental health; Psychology; Psychiatry; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006585935,0.0003291395,0.0003520722,0.001162955,0.001774004,0.001050268,0.0007281916,0.0005794626,0.004531288],"category_scores_gemma":[0.002683075,0.0004267075,0.0008668189,0.003159856,0.0003662567,0.0003940144,0.0005138583,0.0007378665,0.0003645325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00858103,"about_ca_system_score_gemma":0.01100541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698532,"about_ca_topic_score_gemma":0.9653509,"domain_scores_codex":[0.9992785,0.00005433448,0.00005766482,0.0001191091,0.0003134735,0.0001769213],"domain_scores_gemma":[0.9982728,0.0001707951,0.0005639124,0.00007636406,0.0005855284,0.0003305807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004782598,0.00005560167,0.9968172,0.00004354978,0.0000352576,0.0000357085,0.0006396165,0.00001434883,0.00005478926,0.00003446189,0.0006976676,0.00152401],"study_design_scores_gemma":[0.000005266339,0.00003596988,0.9985911,0.00002691534,0.00002471582,0.00003129415,0.0007414587,0.00006949575,0.00002367328,0.000006357465,0.0004377912,0.000005827571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918354,0.0004012776,0.00006992642,0.0001967847,0.00001702873,0.0001112772,0.005000186,0.000007867532,0.002360404],"genre_scores_gemma":[0.9957052,0.0005025981,0.000244647,0.0001865598,0.00001339553,0.00007136997,0.002030178,0.000004677315,0.00124137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03014684,"threshold_uncertainty_score":0.06226003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788852966758309,"score_gpt":0.3026390922703381,"score_spread":0.274750562602755,"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."}}