{"id":"W4205520191","doi":"10.2196/27355","title":"Mobile Device Ownership, Current Use, and Interest in Mobile Health Interventions Among Low-Income Older Chinese Immigrants With Type 2 Diabetes: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Psychological intervention; mHealth; Medicine; Immigration; Cross-sectional study; Gerontology; Type 2 diabetes; Nursing; Diabetes mellitus; Geography","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":[0.001090001,0.0002492211,0.0002983368,0.0008501962,0.0006979985,0.0006288083,0.0003627408,0.0004822798,0.001539443],"category_scores_gemma":[0.001812241,0.0003054176,0.0005010021,0.00101188,0.0002757751,0.0006824066,0.000540301,0.0006195548,0.0003719119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399452,"about_ca_system_score_gemma":0.0006628158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01978116,"about_ca_topic_score_gemma":0.02962921,"domain_scores_codex":[0.9995628,0.00009196185,0.00008018249,0.00007075453,0.0001194762,0.00007481297],"domain_scores_gemma":[0.9986947,0.0001574299,0.0005507992,0.00006370406,0.0002524162,0.0002810106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002381706,0.00007103149,0.9985915,0.00002183666,0.00002942171,0.00003628356,0.00036483,0.000009059849,0.0000771358,0.000006764966,0.000117913,0.0006503925],"study_design_scores_gemma":[0.000004012049,0.00009801058,0.9983214,0.00001304815,0.00002004088,0.00007124793,0.001210963,0.00007335069,0.00002755892,0.000005272256,0.0001514097,0.000003805153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989813,0.00007563168,0.00002955205,0.00004296584,0.000004030361,0.00003436179,0.0004879199,0.000001542489,0.0003427936],"genre_scores_gemma":[0.9987568,0.0001493295,0.0001051252,0.0001254187,0.0000109965,0.00007449125,0.0005384454,0.000001399804,0.0002381527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978116,"threshold_uncertainty_score":0.03933209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052030188792787,"score_gpt":0.4741457041828515,"score_spread":0.3689426853035728,"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."}}