{"id":"W2520219451","doi":"10.1097/inf.0000000000001321","title":"Is It Time for Vaccination to “Go Viral”?","year":2016,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Misinformation; Transparency (behavior); Vaccination; Multidisciplinary approach; Public relations; Digital health; Health care; Public health; Health communication; Medicine; Political science; 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":[0.009631587,0.0002162288,0.0004729236,0.0005690443,0.00227146,0.004980048,0.0006242635,0.00285394,0.004769397],"category_scores_gemma":[0.04080609,0.0002155092,0.0004253924,0.0004421702,0.008444109,0.008823619,0.002097498,0.005300532,0.001202121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178414,"about_ca_system_score_gemma":0.003047797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299139,"about_ca_topic_score_gemma":0.002192375,"domain_scores_codex":[0.9941331,0.003565276,0.0002454807,0.0003726008,0.0009955593,0.0006880876],"domain_scores_gemma":[0.9807048,0.01036091,0.004170372,0.000806032,0.001707352,0.002250432],"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":[0.0006899524,0.0004014234,0.1176005,0.001805022,0.0004950587,0.001642509,0.09002281,0.0006305474,0.004836767,0.2129221,0.1229345,0.4460188],"study_design_scores_gemma":[0.00005827854,0.0008419394,0.05463235,0.004367087,0.0002211093,0.003286692,0.1397466,0.0007084933,0.002908731,0.2499948,0.5429989,0.0002350622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1055831,0.01915859,0.005964502,0.8350979,0.003851606,0.00003149599,0.0001515874,0.00008541779,0.03007573],"genre_scores_gemma":[0.8787696,0.01446199,0.003722214,0.09602758,0.002323941,0.0000561542,0.00009841365,0.00008328023,0.004456943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009631587,"threshold_uncertainty_score":0.05093729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014287627783378,"score_gpt":0.3006553255671001,"score_spread":0.2863676977837221,"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."}}