{"id":"W4250815430","doi":"10.2196/preprints.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 (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"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":"","keywords":"eHealth; The Internet; Logistic regression; Medicine; mHealth; Family medicine; Cross-sectional study; Gerontology; Health care; Nursing; World Wide Web; Psychological intervention; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005507058,0.0003514517,0.0002717822,0.001109313,0.001529948,0.0007680697,0.0008874895,0.0003777818,0.001411636],"category_scores_gemma":[0.0009042778,0.0003566323,0.0004146476,0.003104132,0.000549047,0.0002723851,0.000688529,0.0004440033,0.0002753311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007928147,"about_ca_system_score_gemma":0.009667518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840221,"about_ca_topic_score_gemma":0.9896671,"domain_scores_codex":[0.9995601,0.00003242553,0.00004087233,0.00006898051,0.0001687728,0.000128895],"domain_scores_gemma":[0.9991667,0.00004855322,0.0001778929,0.00002560679,0.0003479561,0.0002332091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000317219,0.00003576242,0.9958642,0.00004161518,0.00002170145,0.0000636375,0.001044162,0.00002248339,0.0001631956,0.00001609232,0.0006332593,0.002062194],"study_design_scores_gemma":[0.000004001631,0.0000161342,0.9972493,0.00001888315,0.00001147946,0.0000292721,0.002325268,0.00006924225,0.00002692464,0.000004452577,0.0002406518,0.000004369322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959934,0.0002794128,0.00005884121,0.0001599844,0.000006249297,0.00005026293,0.002520856,0.000006033487,0.0009249084],"genre_scores_gemma":[0.9961959,0.000513921,0.0002654832,0.0002401206,0.000006244562,0.00004114374,0.001705203,0.000003396832,0.001028511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597792,"threshold_uncertainty_score":0.05752301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463462600789095,"score_gpt":0.3377774563307364,"score_spread":0.2731428303228454,"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."}}