{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005400466,0.000345123,0.0002623421,0.001222962,0.001471791,0.000722016,0.0008542663,0.0003435379,0.001310756],"category_scores_gemma":[0.0009107071,0.0002910846,0.0003570697,0.002836439,0.00053681,0.0002593481,0.0006582945,0.0004508069,0.0002275073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006746971,"about_ca_system_score_gemma":0.008568488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780155,"about_ca_topic_score_gemma":0.9860109,"domain_scores_codex":[0.9995534,0.000030148,0.0000366901,0.00006579242,0.0001978142,0.000116144],"domain_scores_gemma":[0.9992162,0.00004322326,0.0001701946,0.00002253836,0.0003257144,0.0002221971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002742353,0.00003250487,0.9960114,0.00003865243,0.0000190106,0.00007577817,0.0009524371,0.00002281605,0.0001605623,0.00001615879,0.0005142223,0.002128991],"study_design_scores_gemma":[0.000003062605,0.00001347704,0.9971968,0.00002115377,0.0000106408,0.00004268927,0.002371521,0.00007897869,0.00002552464,0.000004968653,0.0002270794,0.000004036879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963713,0.0003308623,0.00005913225,0.0001601006,0.000005524396,0.00004298986,0.002003005,0.000006024741,0.00102115],"genre_scores_gemma":[0.9970905,0.000527258,0.0002236551,0.0001704566,0.000005052542,0.00002855088,0.001221368,0.000003097625,0.0007301073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198452,"threshold_uncertainty_score":0.048953,"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."}}