{"id":"W7103138542","doi":"10.2196/20002\"&gt;10.2196/20002&lt;/a&gt;&lt;/p&gt","title":"Parental Online Information Access and Childhood Vaccination Decisions in North America: Scoping Review","year":2020,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Vaccination; Information seeking; Information seeking behavior; Social media; Health literacy; Digital health; Health care; Affect (linguistics); Health information","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914057,0.00007632713,0.0002277775,0.0001294178,0.0004769131,0.00004308555,0.000336885,0.00004974995,0.00007065121],"category_scores_gemma":[0.0004452842,0.0000965285,0.00005797998,0.0008336798,0.00002005083,0.002073582,0.0002010531,0.0002528877,0.00001612142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004342501,"about_ca_system_score_gemma":0.0001488546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003359198,"about_ca_topic_score_gemma":0.009838019,"domain_scores_codex":[0.9992126,0.0001351147,0.0001507457,0.0001303169,0.0002304408,0.0001408206],"domain_scores_gemma":[0.9994094,0.0000559624,0.0001716368,0.0001124674,0.000119736,0.0001308233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002874363,0.00006309438,0.9040213,0.0003198973,0.00001509309,0.000009744971,0.05126595,0.00005356324,0.000001113567,0.0001370437,0.0004063357,0.04367816],"study_design_scores_gemma":[0.0006125437,0.00003962437,0.9831372,0.001387838,0.00003474045,5.078871e-7,0.01250655,0.0000689686,5.150331e-7,0.00003169256,0.002057249,0.0001225255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894537,0.001975494,0.0003962749,0.006636214,0.00003073406,0.0004796244,0.00009717687,0.00003556371,0.0008952516],"genre_scores_gemma":[0.9901872,0.008815217,0.0003553068,0.0005311123,0.00002458759,3.365054e-7,0.00007935864,0.000003056791,0.00000388531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07911598,"threshold_uncertainty_score":0.5489845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278372213408644,"score_gpt":0.2861137836405322,"score_spread":0.2533300615064458,"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."}}