{"id":"W2774469201","doi":"10.2196/mhealth.8910","title":"The Impact of a Mobile Diabetes Health Intervention on Diabetes Distress and Depression Among Adults: Secondary Analysis of a Cluster Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Distress; Medicine; Randomized controlled trial; Type 2 diabetes; Diabetes mellitus; Depression (economics); Clinical psychology; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005945517,0.002269392,0.006571813,0.001048663,0.0008471237,0.00148966,0.001548577,0.002538206,0.007860469],"category_scores_gemma":[0.007951008,0.0009814762,0.005338129,0.001045183,0.001329674,0.001114758,0.001103872,0.002467047,0.0005604989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734087,"about_ca_system_score_gemma":0.002514106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076788,"about_ca_topic_score_gemma":0.003971621,"domain_scores_codex":[0.9944142,0.003323317,0.000487987,0.0008660993,0.0003619832,0.0005462902],"domain_scores_gemma":[0.9957104,0.001714179,0.0009908756,0.0004553015,0.0004428051,0.0006864414],"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":[0.9842403,0.004523944,0.0007136135,0.0009617611,0.003581313,0.00001619339,0.00003643346,0.0002298418,0.0002960854,0.00004813139,0.00029046,0.005061952],"study_design_scores_gemma":[0.960375,0.0336665,0.002666339,0.00006338095,0.002487636,0.00000750013,0.00002126364,0.0003878136,0.0001082588,0.00008158644,0.0001227427,0.00001190984],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680011,0.004741012,0.001499782,0.0006643149,0.001105158,0.02060453,0.001551643,0.0002146891,0.00161778],"genre_scores_gemma":[0.9613944,0.001479116,0.003603166,0.0007678793,0.0005927914,0.0298369,0.0008412815,0.00002315692,0.00146133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007860469,"threshold_uncertainty_score":0.0314433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143302159153385,"score_gpt":0.3744384565461611,"score_spread":0.3601082406308226,"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."}}