{"id":"W4327900083","doi":"10.2196/40420","title":"The Effectiveness of an eHealth Family-Based Intervention Program in Patients With Uncontrolled Type 2 Diabetes Mellitus (T2DM) in the Community Via WeChat: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Type 2 Diabetes Mellitus; Medicine; Worry; Physical therapy; Intervention (counseling); Family medicine; Health care; Diabetes mellitus; Anxiety; Nursing; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01929765,0.0002008872,0.001298205,0.0003403282,0.0002649984,0.0000379833,0.0001623386,0.00008577383,0.00000208859],"category_scores_gemma":[0.0005364245,0.0001019436,0.0001208293,0.0009205478,0.0001635702,0.00008973872,0.00002122113,0.0004608749,0.000002052859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274438,"about_ca_system_score_gemma":0.0003016898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007832242,"about_ca_topic_score_gemma":0.0004028902,"domain_scores_codex":[0.9907491,0.007208841,0.0009051006,0.0002153127,0.0003909466,0.0005307187],"domain_scores_gemma":[0.9950991,0.003710782,0.0004767119,0.0004102412,0.0001537908,0.0001493949],"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":[0.9174743,0.003075683,0.03285687,0.002294561,0.00006072049,4.491172e-7,0.0006772122,0.00001417083,0.000001105559,0.0001302186,0.00002505123,0.04338971],"study_design_scores_gemma":[0.5741118,0.005321837,0.4166809,0.000283402,0.0001073025,2.523175e-8,0.0004356572,0.002596116,0.00000127652,0.000378743,0.00002486192,0.00005809692],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761886,0.0004677447,0.000009259296,0.0007363133,0.000356754,0.02207655,0.00000281401,0.00005642526,0.0001055607],"genre_scores_gemma":[0.9954199,0.0001876591,0.00003349505,0.0003389106,0.00005159862,0.003673336,0.0002659754,0.0000187376,0.00001037938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838241,"threshold_uncertainty_score":0.6688219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235695854856902,"score_gpt":0.3550706952683039,"score_spread":0.3327137367197349,"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."}}