{"id":"W4409468315","doi":"10.2196/60227","title":"Community-Based Intelligent Blood Glucose Management for Older Adults With Type 2 Diabetes Based on the Health Belief Model: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Type 2 diabetes; Randomized controlled trial; Medicine; mHealth; Gerontology; Diabetes mellitus; Diabetes management; Psychology; Computer science; Nursing; Psychological intervention; Internal medicine; World Wide Web; Endocrinology","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":[0.00179584,0.001033616,0.00351173,0.0006493757,0.0004902336,0.0007795551,0.0009065545,0.001895562,0.0055902],"category_scores_gemma":[0.003184258,0.000518491,0.002133752,0.0006734924,0.0005339821,0.0006722414,0.0005784026,0.002157165,0.0003792105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007164464,"about_ca_system_score_gemma":0.001237185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003217835,"about_ca_topic_score_gemma":0.003988856,"domain_scores_codex":[0.9989327,0.0005729309,0.0001056263,0.0001736657,0.00008736291,0.0001277124],"domain_scores_gemma":[0.99898,0.0003924839,0.0002646565,0.00006163699,0.00006407992,0.0002372146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9410542,0.01803518,0.002596873,0.002504918,0.003932304,0.00004100854,0.00006302743,0.0004927616,0.000347659,0.000146893,0.0008317947,0.0299534],"study_design_scores_gemma":[0.9723516,0.02136753,0.003388484,0.000191584,0.001570025,0.00001222488,0.00002183529,0.0007094065,0.00007579088,0.00009804525,0.0002051264,0.000008419675],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975427,0.01149174,0.001096405,0.001204865,0.0007966142,0.006673049,0.001044698,0.0001678038,0.002097809],"genre_scores_gemma":[0.9788365,0.005308897,0.002403326,0.00114355,0.0005385721,0.009772087,0.0007016725,0.000008417966,0.001286928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0055902,"threshold_uncertainty_score":0.01870108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885586202849533,"score_gpt":0.3426474586656338,"score_spread":0.3137915966371385,"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."}}