{"id":"W4412621376","doi":"10.2196/71861","title":"Culturally Tailored Diabetes Self-Management Education and Support Programs in Black African and Caribbean Adults With Type 2 Diabetes (HEAL-D): Protocol for a Multicenter, Pragmatic Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Diabetes mellitus; Medicine; Randomized controlled trial; Self-management; Protocol (science); Gerontology; Psychology; Alternative medicine; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03862439,0.006179513,0.01225901,0.003218151,0.004725307,0.005030447,0.003941361,0.006704797,0.07552161],"category_scores_gemma":[0.02779667,0.003313432,0.007190332,0.004135203,0.003782576,0.004066204,0.003000699,0.008825997,0.01079733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006938678,"about_ca_system_score_gemma":0.01967256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702977,"about_ca_topic_score_gemma":0.008619544,"domain_scores_codex":[0.9793741,0.01230801,0.00259824,0.001670565,0.002016454,0.00203271],"domain_scores_gemma":[0.9888923,0.002521181,0.002549929,0.001242401,0.002934327,0.001859917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.854139,0.02593229,0.001193916,0.03474102,0.003479671,0.0003331032,0.0008465733,0.002422571,0.001964982,0.004535845,0.01906737,0.0513438],"study_design_scores_gemma":[0.9375276,0.02326707,0.001825912,0.005862596,0.001272434,0.00005738483,0.0002943672,0.001479981,0.0006765807,0.00228126,0.02534048,0.0001143764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007900117,0.0001576194,0.0005284306,0.00008401943,0.00008761327,0.9976243,0.0004638927,0.00003251348,0.0002315424],"genre_scores_gemma":[0.0007664956,0.00008808677,0.0008463991,0.00005915152,0.00001475853,0.9980142,0.00006658574,0.000002386518,0.0001420177],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07552161,"threshold_uncertainty_score":0.252645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200892994494012,"score_gpt":0.434002481827606,"score_spread":0.3919935518826659,"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."}}