{"id":"W2783920997","doi":"10.2196/publichealth.8921","title":"Internet Exposure Associated With Canadian Parents’ Perception of Risk on Childhood Immunization: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton; Toronto Metropolitan University; Public Health Ontario; University of Toronto","funders":"","keywords":"The Internet; Population; Risk perception; Medicine; Psychological intervention; Vaccination; Cross-sectional study; Public health; Odds; Environmental health; Demography; Family medicine; Psychology; Perception; Psychiatry; Immunology; Logistic regression; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564263,0.00009586199,0.0001822511,0.0001226626,0.000759649,0.0001335787,0.0001399808,0.00008248943,0.000219699],"category_scores_gemma":[0.0005627007,0.00008434937,0.00002106991,0.0004104971,0.00006957079,0.0001781563,0.00001424519,0.0001474116,0.000009486618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933614,"about_ca_system_score_gemma":0.001239819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08482433,"about_ca_topic_score_gemma":0.64113,"domain_scores_codex":[0.998215,0.0005750239,0.0002757114,0.0002322197,0.0003283819,0.0003736335],"domain_scores_gemma":[0.9987571,0.00009226344,0.0001894281,0.0001478281,0.0004098031,0.0004035931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002061261,0.0001929266,0.9771063,0.00000400523,0.00001990364,5.328052e-7,0.02022862,4.849338e-7,5.889184e-8,0.0001751168,0.0003353922,0.001916018],"study_design_scores_gemma":[0.0006217193,0.0008329729,0.9926476,0.00000923924,3.584661e-7,4.376881e-7,0.003982361,0.000009397236,3.191544e-8,0.00001994873,0.001789329,0.00008663299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964448,0.00005790585,0.00001728396,0.0007580032,0.0001474181,0.0004343315,0.00004805327,0.00003636901,0.002055788],"genre_scores_gemma":[0.9989716,0.00007256152,0.00000747326,0.0003841855,0.0002344501,0.00002043508,0.00006497403,0.000008919768,0.0002354138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563056,"threshold_uncertainty_score":0.9212699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865546555583355,"score_gpt":0.3121100515051769,"score_spread":0.2834545859493434,"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."}}