{"id":"W3081211164","doi":"10.1002/edm2.174","title":"Effectiveness of interventions based on patient empowerment in the control of type 2 diabetes in sub‐Saharan Africa: A review of randomized controlled trials","year":2020,"lang":"en","type":"review","venue":"Endocrinology Diabetes & Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Psychological intervention; Medicine; CINAHL; Randomized controlled trial; Type 2 diabetes; Meta-analysis; MEDLINE; Diabetes mellitus; Confidence interval; Physical therapy; Gerontology; Internal medicine; Nursing; 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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01245348,0.0006287961,0.02397816,0.001314554,0.00001826154,0.000008692732,0.0004412334,0.0001864962,0.0001382072],"category_scores_gemma":[0.01861939,0.0003602667,0.004670983,0.0012115,0.000296675,0.00004816306,0.00006961257,0.0005490118,0.00001282665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007765911,"about_ca_system_score_gemma":0.0002626779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006442656,"about_ca_topic_score_gemma":6.347062e-7,"domain_scores_codex":[0.9757284,0.01729877,0.005326407,0.0005281164,0.0005486864,0.0005696475],"domain_scores_gemma":[0.9787446,0.01653025,0.003649595,0.0007241198,0.000283394,0.00006802521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.02042926,0.004864188,0.0006894046,0.5687489,0.01025905,0.00001821621,0.0002087829,0.00001262592,0.000126908,0.001564018,0.0009742187,0.3921044],"study_design_scores_gemma":[0.2976035,0.001594241,0.001346963,0.4877893,0.05226049,6.783163e-7,0.00003680655,0.0001218047,0.0003979266,0.0002503358,0.1580337,0.0005642872],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005240418,0.974908,0.000005248754,0.0003003,0.0007831112,0.01825476,0.00009726683,0.00001463385,0.0003962593],"genre_scores_gemma":[0.07164211,0.9223644,0.00002600919,0.0001993094,0.00005798564,0.005403012,0.0002587208,0.00003916591,0.000009331245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3915401,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881093017341285,"score_gpt":0.3458347242049062,"score_spread":0.3070237940314933,"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."}}