{"id":"W1975658509","doi":"10.1111/dme.12188","title":"Realist review to understand the efficacy of culturally appropriate diabetes education programmes","year":2013,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute of Population and Public Health; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Psychological intervention; Context (archaeology); Incentive; Ethnic group; Cultural competence; Nursing; Randomized controlled trial; Medical education; Family medicine; Gerontology; Pedagogy; Psychology; Surgery","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":[0.01304671,0.001540656,0.006164208,0.00611514,0.0005976864,0.003804113,0.00237837,0.002813066,0.01292538],"category_scores_gemma":[0.07012592,0.000852325,0.005445826,0.005065275,0.001025122,0.00275256,0.0017492,0.002280485,0.0008769471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005686475,"about_ca_system_score_gemma":0.01230332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527587,"about_ca_topic_score_gemma":0.009979545,"domain_scores_codex":[0.988991,0.005002674,0.003062997,0.0005040689,0.002174734,0.000264596],"domain_scores_gemma":[0.9578146,0.03391912,0.004359034,0.0005946354,0.003018154,0.0002945339],"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":[0.0002657215,0.00003481767,0.0002195335,0.8865333,0.005242756,0.00009002587,0.000229936,0.0001689331,0.0001660956,0.001276441,0.004463307,0.1013093],"study_design_scores_gemma":[0.0003218068,0.0001803269,0.001198636,0.9042359,0.02080702,0.000217939,0.0002229326,0.0000913917,0.0002055484,0.0009281431,0.07157057,0.00001981091],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003218084,0.9967354,0.0002003756,0.0007139909,0.0003763897,0.0004623267,0.00016574,0.000009794231,0.001014193],"genre_scores_gemma":[0.007299891,0.9884532,0.001195821,0.001312045,0.0001627837,0.001051551,0.000153787,0.000007758882,0.0003631788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01304671,"threshold_uncertainty_score":0.06899846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06319117889704773,"score_gpt":0.3600274260636142,"score_spread":0.2968362471665665,"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."}}