{"id":"W2045086428","doi":"10.1111/dme.12475","title":"Effectiveness of a group diabetes education programme in under‐served communities in South Africa: a pragmatic cluster randomized controlled trial","year":2014,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"International Diabetes Federation","keywords":"Medicine; Attendance; Randomized controlled trial; Diabetes mellitus; Blood pressure; Type 2 diabetes; Waist; Physical therapy; Weight loss; Health education; Demography; Public health; Gerontology; Pediatrics; Internal medicine; Obesity; 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":[],"consensus_categories":[],"category_scores_codex":[0.01192692,0.0002731344,0.002614593,0.0008303885,0.0000297793,0.00001665668,0.0001610918,0.0001125744,0.00008838807],"category_scores_gemma":[0.004687433,0.0001899172,0.0001825301,0.0005929585,0.0003783171,0.00009181595,0.00004410742,0.0002467757,0.000006483795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204716,"about_ca_system_score_gemma":0.0001279256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149462,"about_ca_topic_score_gemma":0.00004100407,"domain_scores_codex":[0.9948305,0.002875794,0.001190579,0.000233657,0.0004086432,0.0004607536],"domain_scores_gemma":[0.9931222,0.005716385,0.0004394413,0.0004586339,0.0001403573,0.0001230279],"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":[0.8817229,0.005891487,0.0579722,0.009000139,0.0006521959,0.000001005345,0.02817845,0.00005759756,0.0006834413,0.007516895,0.0001590774,0.008164576],"study_design_scores_gemma":[0.9606795,0.00123563,0.01719164,0.005105834,0.000693472,1.273494e-7,0.004310123,0.004873815,0.00003526263,0.005658165,0.00004430118,0.0001721392],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825784,0.0008422091,0.0002686702,0.0009748308,0.0006918702,0.01143505,5.307804e-7,0.00003842918,0.003170014],"genre_scores_gemma":[0.9942532,0.00001569504,0.0001854979,0.0002757475,0.0001724122,0.004680595,0.0002020104,0.00002926186,0.0001855529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07895656,"threshold_uncertainty_score":0.7744597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769843711333616,"score_gpt":0.2681145979963486,"score_spread":0.2504161608830124,"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."}}