{"id":"W2078220401","doi":"10.1186/1471-2296-13-126","title":"Effectiveness of a group diabetes education programme in underserved communities in South Africa: pragmatic cluster randomized control trial","year":2012,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Medical Research Council; Universiteit Stellenbosch; Eli Lilly and Company","keywords":"Medicine; Randomized controlled trial; Cluster randomised controlled trial; Family medicine; Waist; Diabetes mellitus; Physical therapy; Health care; Health education; Health promotion; Public health; Gerontology; Nursing; Obesity; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00457019,0.002837567,0.005101878,0.001238527,0.001549261,0.001564294,0.001463861,0.003564798,0.01238713],"category_scores_gemma":[0.008759934,0.001334558,0.003398314,0.001325249,0.002068444,0.001918157,0.001879975,0.002423408,0.0005982621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979618,"about_ca_system_score_gemma":0.005432034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225767,"about_ca_topic_score_gemma":0.007294776,"domain_scores_codex":[0.9953112,0.002945841,0.0003276816,0.0005739031,0.0002463451,0.0005950065],"domain_scores_gemma":[0.9955401,0.00146571,0.001040647,0.000307962,0.0002165527,0.00142899],"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":[0.9568903,0.01516015,0.0008570137,0.003298387,0.001571413,0.00008912462,0.0002395702,0.0003885297,0.0004054579,0.0001778371,0.0006249147,0.02029728],"study_design_scores_gemma":[0.9789692,0.01915094,0.0008000402,0.0001783601,0.000371019,0.00001041301,0.00004906508,0.00014958,0.00004377276,0.0001105376,0.0001567511,0.00001036135],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340453,0.005940375,0.001212954,0.002128579,0.00129353,0.0521413,0.0007919068,0.0001663638,0.00227977],"genre_scores_gemma":[0.9325945,0.002230773,0.003873618,0.001753986,0.0005155148,0.05717402,0.0003163579,0.00001588348,0.001525437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238713,"threshold_uncertainty_score":0.04143906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798632479972982,"score_gpt":0.3026755688388127,"score_spread":0.2546892440390829,"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."}}