{"id":"W2058533948","doi":"10.1080/13557850601002148","title":"Assessment of two culturally competent Diabetes education methods: Individual versus Individual plus Group education in Canadian Portuguese adults with Type 2 Diabetes","year":2007,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Glycemic; Medicine; Type 2 diabetes; Nutrition Education; Portuguese; Randomized controlled trial; Health education; Diabetes mellitus; Family medicine; Intervention (counseling); Clinical psychology; Gerontology; Public health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002715599,0.0001865165,0.0003902691,0.0005032876,0.0001048296,0.00002720039,0.0001123702,0.00008465596,0.00004003025],"category_scores_gemma":[0.0000857885,0.0001624941,0.00003204276,0.0005329754,0.00008763021,0.0002012739,0.00003697764,0.0003094402,0.000001994101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006325905,"about_ca_system_score_gemma":0.004859395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07018575,"about_ca_topic_score_gemma":0.2132256,"domain_scores_codex":[0.9981609,0.0001424757,0.0004652373,0.0003223747,0.0003313198,0.000577717],"domain_scores_gemma":[0.9986677,0.0001347532,0.000274319,0.0002169044,0.0001948241,0.0005114793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007765777,0.000626588,0.6893573,0.0006440752,0.00009462202,4.828848e-7,0.003199847,0.000005018282,0.00005263336,0.002407725,0.001016015,0.302518],"study_design_scores_gemma":[0.001754432,0.0012046,0.9908543,0.00060829,0.0001025893,5.563472e-7,0.004082895,0.0000952537,0.00006632654,0.0000962188,0.0009735956,0.0001609153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913383,0.002466861,0.00002302104,0.001992574,0.000875482,0.0009417272,0.00001016201,0.0000236122,0.002328237],"genre_scores_gemma":[0.9789811,0.0003040028,0.01723929,0.00203927,0.0002012091,0.00003404084,0.001081019,0.00001756575,0.0001024666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023571,"threshold_uncertainty_score":0.9360059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876886238398713,"score_gpt":0.4126694674371904,"score_spread":0.3639006050532033,"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."}}