{"id":"W7093294517","doi":"10.1371/journal.pgph.0003154\"&gt;10.1371/journal.pgph.0003154&lt;/a&gt;&lt;/p&gt","title":"Digital Health Literacy, Vaccine Information Sources, and Vaccine Acceptance Among Parents in Ontario: Quantitative Findings from a Mixed Methods Study","year":2024,"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":"Affect (linguistics); Vaccination; Health care; Digital health; Health literacy; Public health; Health communication; Literacy; Digital literacy; Information seeking","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":[0.001176438,0.0001627108,0.0004040167,0.0004284964,0.0006364146,0.000331257,0.000346402,0.000100389,0.00009012572],"category_scores_gemma":[0.0001537942,0.000193076,0.00009031584,0.0007052518,0.00002624178,0.004412761,0.0002295898,0.0006125463,0.00001838845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087309,"about_ca_system_score_gemma":0.0002650777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1271331,"about_ca_topic_score_gemma":0.5343672,"domain_scores_codex":[0.9984319,0.0004268266,0.000263482,0.0002909769,0.0002991756,0.0002876368],"domain_scores_gemma":[0.9990895,0.0002375565,0.0001651373,0.0002113527,0.0001301267,0.0001662861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007375014,0.00005218685,0.7211639,0.00001986671,0.00004963052,0.00001542474,0.2651329,0.000004805035,0.000001786238,0.000164097,0.000151887,0.0131698],"study_design_scores_gemma":[0.0009853692,0.000158539,0.8503007,0.0001521771,0.00003760034,4.449147e-7,0.1428902,0.0001496824,0.000001273145,0.0002893076,0.004884103,0.0001506778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956843,0.0007802342,0.001536485,0.0007171271,0.000176609,0.0004622178,0.0001172357,0.00006803306,0.0004577761],"genre_scores_gemma":[0.9966561,0.00004931318,0.002941913,0.00002732553,0.00001589132,0.000001047395,0.00005832702,0.000008271489,0.0002418525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072342,"threshold_uncertainty_score":0.8786794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955993750579137,"score_gpt":0.3059242153648911,"score_spread":0.2863642778590997,"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."}}