{"id":"W3048532280","doi":"10.3390/ijerph17165816","title":"The Impact of Online Media on Parents’ Attitudes toward Vaccination of Children—Social Marketing and Public Health","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Quarter (Canadian coin); Montenegro; Psychology; Logistic regression; Public health; Relevance (law); Test (biology); Vaccination; Ordered logit; Social marketing; Marketing; Social psychology; Environmental health; Medicine; Political science; Business; Sociology; Geography; Statistics","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":[0.001660482,0.0002176801,0.0001957658,0.001073935,0.0005067596,0.001453971,0.0001578793,0.0004237363,0.002696356],"category_scores_gemma":[0.006567107,0.0001793859,0.0004609698,0.0007540236,0.0005699106,0.0007149128,0.0005376091,0.0006417365,0.0001647478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955742,"about_ca_system_score_gemma":0.0007552973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816607,"about_ca_topic_score_gemma":0.004968665,"domain_scores_codex":[0.9983795,0.0009936106,0.00008229519,0.00009673265,0.0002639063,0.0001841196],"domain_scores_gemma":[0.9893729,0.005911667,0.003149631,0.0002643069,0.0005753158,0.0007261443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007814042,0.0002674879,0.9812089,0.00007368374,0.00009579444,0.0001887662,0.003358154,0.00009044803,0.0003044013,0.0002828042,0.0001189085,0.01393252],"study_design_scores_gemma":[0.000002375906,0.0001038536,0.9944534,0.00005398,0.00003376813,0.00008169733,0.004201909,0.0001938548,0.0001453572,0.00006874705,0.0006564512,0.000004605375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956449,0.0004389624,0.00008098024,0.0003429228,0.00001207621,0.00001017772,0.00004864677,0.000001557178,0.003419829],"genre_scores_gemma":[0.9994758,0.000208903,0.00006788093,0.00002943375,0.00000947241,0.000005159794,0.0000173876,6.584405e-7,0.000185217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003816607,"threshold_uncertainty_score":0.009020269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257650785097765,"score_gpt":0.4393512349340906,"score_spread":0.3135861564243141,"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."}}