{"id":"W4396577340","doi":"10.1080/13557858.2024.2346817","title":"Promoting lifestyle changes in patients with prediabetes from African-Caribbean backgrounds in the United Kingdom","year":2024,"lang":"en","type":"review","venue":"Ethnicity and Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Francis Xavier University","funders":"","keywords":"Prediabetes; Ethnic group; Medicine; Diabetes mellitus; Disease; Type 2 diabetes; Intervention (counseling); Gerontology; Health care; Environmental health; Nursing; Internal medicine; Political science; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120677,0.0002685782,0.0009086866,0.0004849673,0.00006482979,0.00006573468,0.0001343391,0.000138918,0.00001414003],"category_scores_gemma":[0.00004813188,0.0001576779,0.00004901562,0.001085583,0.00005250583,0.00005645666,0.00006865509,0.0007664797,0.000009927232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154221,"about_ca_system_score_gemma":0.000245485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800301,"about_ca_topic_score_gemma":0.00215391,"domain_scores_codex":[0.9982668,0.0002909219,0.0003995644,0.0003924897,0.000264252,0.0003859872],"domain_scores_gemma":[0.9992112,0.0001804129,0.0002224633,0.0002639188,0.00002755699,0.00009447771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002431082,0.0007590732,0.0642484,0.06188937,0.0001831479,0.000008052535,0.01775004,1.58463e-7,1.125353e-8,0.0002151441,0.002590881,0.8523314],"study_design_scores_gemma":[0.0008610748,0.001021713,0.1653696,0.04808098,0.0007353118,4.713078e-7,0.0007272776,0.00004202384,3.724538e-8,0.00009255452,0.7827779,0.000291075],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09339861,0.8968576,5.285697e-7,0.006518129,0.00022471,0.002667609,0.00004689044,0.00004811861,0.000237809],"genre_scores_gemma":[0.02687999,0.9690803,0.00005873892,0.001327023,0.0003989008,0.0002027674,0.001907766,0.00005165247,0.00009289389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8520404,"threshold_uncertainty_score":0.6429918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213858419727165,"score_gpt":0.374999081648183,"score_spread":0.2536132396754666,"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."}}