{"id":"W4235512076","doi":"10.2196/preprints.20002","title":"Parental Online Information Access and Childhood Vaccination Decisions in North America: Scoping Review (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"CINAHL; Misinformation; PsycINFO; Vaccination; Health literacy; Information seeking behavior; Medicine; Information seeking; MEDLINE; Social media; Family medicine; Health care; Internet privacy; Psychological intervention; Psychology; Nursing; World Wide Web; Political science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00950106,0.0008949746,0.003630239,0.009702221,0.001105371,0.004259541,0.001255891,0.002427316,0.00526664],"category_scores_gemma":[0.0563897,0.001066318,0.003605567,0.01437559,0.001114904,0.00288218,0.001656621,0.001474461,0.0004109798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005277207,"about_ca_system_score_gemma":0.01940217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496768,"about_ca_topic_score_gemma":0.06175609,"domain_scores_codex":[0.9931958,0.002635267,0.002004387,0.0005431838,0.001352995,0.0002683529],"domain_scores_gemma":[0.9382314,0.04961512,0.006407775,0.000547385,0.004786787,0.0004114938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002155907,0.00008432819,0.004793706,0.8249362,0.002974115,0.0002131249,0.002315719,0.0001024517,0.0001087358,0.0006952822,0.005637259,0.1579235],"study_design_scores_gemma":[0.00004298939,0.0001182768,0.01157398,0.9568143,0.006959557,0.0003452029,0.001793978,0.00004947109,0.0001037814,0.000145054,0.02202649,0.00002687107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001498351,0.9972889,0.00003821192,0.000328946,0.0001061904,0.00009611058,0.0001712314,0.000002590236,0.0004694769],"genre_scores_gemma":[0.0112206,0.9877046,0.0001765246,0.0003522993,0.00005831531,0.0002607307,0.0001362313,0.000002587039,0.00008814549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03496768,"threshold_uncertainty_score":0.06952828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703540180729551,"score_gpt":0.3701216809148026,"score_spread":0.3230862791075071,"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."}}