{"id":"W2119752872","doi":"10.1177/0145721712465342","title":"Transforming Community Members Into Diabetes Cultural Health Brokers","year":2012,"lang":"en","type":"article","venue":"The Diabetes Educator","topic":"Diabetes Management and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Medical education; Community health; Descriptive statistics; Diabetes mellitus; Medicine; Psychology; Diabetes management; Resource (disambiguation); Gerontology; Family medicine; Nursing; Type 2 diabetes; Public health; Computer science","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":[0.01394953,0.0004572974,0.0002631189,0.0007576466,0.005532409,0.00410065,0.002156964,0.00105573,0.01004739],"category_scores_gemma":[0.01499893,0.0004088214,0.0003122685,0.0004882388,0.002024262,0.001979631,0.01157851,0.001613301,0.00108136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928348,"about_ca_system_score_gemma":0.007948166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013756,"about_ca_topic_score_gemma":0.005956903,"domain_scores_codex":[0.988691,0.008326317,0.000212522,0.0005637098,0.0009234319,0.001283043],"domain_scores_gemma":[0.9877456,0.002518466,0.0008645289,0.0006408668,0.001704039,0.006526594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001223703,0.02841596,0.139921,0.001148933,0.00009008816,0.003854723,0.331364,0.0003703487,0.009942054,0.005309022,0.02193649,0.4564237],"study_design_scores_gemma":[0.00138174,0.0114539,0.0575265,0.001198231,0.0001664636,0.001678342,0.7091233,0.00142825,0.004873564,0.004264417,0.2067472,0.0001581496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746779,0.0003703489,0.002414371,0.003076056,0.0002697876,0.002047327,0.00005108297,0.0001106453,0.01698253],"genre_scores_gemma":[0.9826168,0.0004411012,0.007131699,0.001735027,0.0001168497,0.00107185,0.0001003533,0.00003998404,0.006746332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394953,"threshold_uncertainty_score":0.07377303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929158205137838,"score_gpt":0.3208485790260844,"score_spread":0.291556996974706,"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."}}