{"id":"W1680777985","doi":"10.2196/resprot.4010","title":"The Prevalence of Online Health Information Seeking Among Patients in Scotland: A Cross-Sectional Exploratory Study","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information seeking; The Internet; Exploratory research; Medicine; Family medicine; Population; Health information; Information seeking behavior; Health care; Health Information National Trends Survey; Psychology; Environmental health; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009916254,0.0001907846,0.0004575754,0.001806584,0.001024914,0.00116378,0.000418758,0.0004560439,0.001667973],"category_scores_gemma":[0.002856642,0.0003530971,0.0004111728,0.002128013,0.0005614213,0.001020948,0.001058387,0.0005373547,0.0002355062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117375,"about_ca_system_score_gemma":0.001057736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324922,"about_ca_topic_score_gemma":0.0416453,"domain_scores_codex":[0.9990508,0.0002413941,0.0001161783,0.00007687973,0.0002471646,0.0002677257],"domain_scores_gemma":[0.9978563,0.0004152,0.0009508384,0.00006082305,0.0002713867,0.0004455351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005681404,0.0001261755,0.9914511,0.000056207,0.00001626054,0.0003434484,0.004825738,0.0000116658,0.000284738,0.00002171862,0.0002278199,0.002578338],"study_design_scores_gemma":[0.000006226827,0.0003203267,0.9888477,0.00002155482,0.00000947102,0.0004367286,0.009936162,0.00005472816,0.00002789476,0.000009426596,0.000321961,0.00000773795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9993806,0.00005679773,0.00002274967,0.0000634896,0.000002263065,0.00002506854,0.000163426,0.00000200405,0.000283567],"genre_scores_gemma":[0.999587,0.00008184191,0.00005950402,0.00008021548,0.000005317665,0.00002521403,0.00008804488,7.948458e-7,0.00007205351],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03324922,"threshold_uncertainty_score":0.06611139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3993202067686372,"score_gpt":0.647561284691816,"score_spread":0.2482410779231788,"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."}}