{"id":"W2156742166","doi":"10.2337/dc13-2161","title":"Comparative Effectiveness of Peer Leaders and Community Health Workers in Diabetes Self-management Support: Results of a Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Public Health Service","keywords":"Medicine; Diabetes mellitus; Outreach; Waist; Randomized controlled trial; Type 2 diabetes; Peer support; Distress; Physical therapy; Family medicine; Gerontology; Internal medicine; Nursing; Obesity; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007352927,0.000218991,0.002735413,0.0003675515,0.00006963968,0.00001495983,0.0001171481,0.00006868534,0.000006174711],"category_scores_gemma":[0.0008887343,0.0001771024,0.0002552529,0.0002928296,0.0002746559,0.00007940301,0.0000665978,0.0002471183,0.000003197051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009623999,"about_ca_system_score_gemma":0.00007030238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008985573,"about_ca_topic_score_gemma":0.00003020248,"domain_scores_codex":[0.9952808,0.002908134,0.0008843128,0.0002300258,0.0003629483,0.0003337632],"domain_scores_gemma":[0.9954271,0.003324361,0.0005126998,0.0003680623,0.0002697737,0.00009805199],"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":[0.6226465,0.001303763,0.338183,0.007446955,0.001816642,3.427731e-7,0.02554701,0.00006479854,0.00009163236,0.0001837718,0.0008434266,0.001872085],"study_design_scores_gemma":[0.8978558,0.001555984,0.07840264,0.001073505,0.0005792458,1.509472e-8,0.01898191,0.0003937402,0.0008112539,0.0001002116,0.0001040498,0.0001416018],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865043,0.0003304586,0.000004859882,0.0002651178,0.0002448922,0.006394492,0.00001683726,0.00003413727,0.006204865],"genre_scores_gemma":[0.9986617,0.00002382766,0.0002129637,0.000100646,0.00003231108,0.0005502267,0.0003228454,0.00001524397,0.0000802092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752093,"threshold_uncertainty_score":0.7222027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763352796466365,"score_gpt":0.3044505257020625,"score_spread":0.2868169977373988,"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."}}