{"id":"W4235175083","doi":"10.2196/preprints.26180","title":"Web-Based Health Information Seeking Among African American and Hispanic Men Living With Chronic Conditions: Cross-sectional Survey Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Health Information National Trends Survey; Health equity; Medicine; Gerontology; Health care; Logistic regression; Cross-sectional study; Information seeking behavior; Web application; Health information; The Internet; Psychology; Demography; Public health; Nursing; World Wide Web; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001372831,0.000159209,0.0002274846,0.0009111167,0.000985158,0.0007144568,0.0003207209,0.0004868795,0.003525592],"category_scores_gemma":[0.002352003,0.0004894128,0.0004655857,0.001457942,0.0002148675,0.001043601,0.0007388358,0.0008241943,0.0008560246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299281,"about_ca_system_score_gemma":0.0007189476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872565,"about_ca_topic_score_gemma":0.03120232,"domain_scores_codex":[0.9995403,0.000128941,0.00006693605,0.00007293673,0.0001060703,0.00008485625],"domain_scores_gemma":[0.9986793,0.0002152285,0.0004781802,0.00009888607,0.000251703,0.0002766218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002387248,0.0001484864,0.9970221,0.00003057555,0.00002907565,0.00003190727,0.0007164903,0.000007223932,0.00008055178,0.00002065201,0.0005802733,0.001308843],"study_design_scores_gemma":[0.000009726402,0.0001061775,0.9965043,0.0000328185,0.00002097093,0.00008891978,0.002496026,0.00006220722,0.00003676307,0.0000138207,0.0006240631,0.000004231696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958548,0.0001101314,0.00009971242,0.0001817096,0.00001114053,0.00009707431,0.002674323,0.000004435415,0.0009667132],"genre_scores_gemma":[0.9963002,0.0002811956,0.0002985873,0.0005231606,0.00002386941,0.0002083011,0.001545961,0.000004381087,0.0008144171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872565,"threshold_uncertainty_score":0.03723329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721449945692653,"score_gpt":0.4236947291356953,"score_spread":0.3664802296787688,"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."}}