{"id":"W3096191439","doi":"10.2196/20671","title":"Prevalence and Predictors of Health-Related Internet and Digital Device Use in a Sample of South Asian Adults in Edmonton, Alberta, Canada: Results From a 2014 Community-Based Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Alberta","funders":"Lawson Foundation; University of Alberta","keywords":"eHealth; The Internet; mHealth; Medicine; Logistic regression; Digital health; Community health; Cross-sectional study; Gerontology; Health care; Family medicine; Environmental health; Public health; Nursing; Psychological intervention; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006932536,0.0002152009,0.0008563952,0.0001559106,0.0002135622,0.0000344322,0.0002097069,0.0001813962,0.00001652447],"category_scores_gemma":[0.0097059,0.0001976505,0.00001847503,0.0005364172,0.0001375401,0.0007532915,0.0001506857,0.0009522681,7.809585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068019,"about_ca_system_score_gemma":0.004983983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9389594,"about_ca_topic_score_gemma":0.9402996,"domain_scores_codex":[0.9896536,0.005412392,0.003581514,0.0003932335,0.0002883766,0.0006709226],"domain_scores_gemma":[0.9907041,0.006161521,0.001580507,0.0003747416,0.0002753934,0.0009037515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007219024,0.00007061723,0.9431006,0.003870243,0.000005686488,2.746375e-7,0.04817581,0.000001464395,4.148768e-8,0.000009771348,0.001058936,0.002984626],"study_design_scores_gemma":[0.003165214,0.0002473653,0.9850368,0.0005282837,2.27722e-7,2.324854e-7,0.002633003,0.003519111,6.944349e-8,0.000006386583,0.004733919,0.0001294075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845392,0.0004144596,0.00006056044,0.007789833,0.00008351261,0.001470858,0.005547772,0.00002054749,0.00007322528],"genre_scores_gemma":[0.9923796,0.0001318567,0.00009892219,0.005872795,0.00001226195,0.00005140897,0.001426855,0.00001276585,0.00001355021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455428,"threshold_uncertainty_score":0.9986358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06235986509025049,"score_gpt":0.3375736287662268,"score_spread":0.2752137636759763,"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."}}