{"id":"W4413922893","doi":"10.1101/2025.08.29.25334665","title":"Engaging Racialized Newcomers in Chronic Disease Prevention and Management: A Scoping Review of Health Promotion Interventions","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; London Health Sciences Centre; Western University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Psychological intervention; Promotion (chess); Health promotion; Health equity; Medicine; Political science; Gerontology; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02273439,0.001714039,0.00561856,0.01804222,0.001576892,0.004691171,0.002134492,0.002719918,0.00408662],"category_scores_gemma":[0.09002719,0.001347293,0.006814044,0.01520953,0.001390252,0.003617261,0.003166173,0.001958927,0.0003962948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004741688,"about_ca_system_score_gemma":0.02020752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032678,"about_ca_topic_score_gemma":0.02256332,"domain_scores_codex":[0.9865276,0.005862273,0.004197398,0.0008758785,0.002118754,0.0004181307],"domain_scores_gemma":[0.914473,0.07306605,0.005771706,0.0009372554,0.005264789,0.0004871642],"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":[0.000143161,0.00006941405,0.0008601376,0.7790475,0.002677981,0.00007615292,0.001519184,0.0001838913,0.0001649611,0.001156584,0.002388344,0.2117127],"study_design_scores_gemma":[0.00003045402,0.0000716628,0.001497859,0.9689083,0.006633895,0.00007407214,0.000607271,0.00006608488,0.0001294158,0.0003569822,0.0216079,0.00001618816],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007747707,0.9973846,0.0002346485,0.0005206584,0.0001407737,0.0002943373,0.000107134,0.000006839645,0.0005360884],"genre_scores_gemma":[0.006478755,0.9913318,0.0008454632,0.0003999792,0.00006735075,0.0006848177,0.00009411167,0.000005113185,0.0000926435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02273439,"threshold_uncertainty_score":0.1202324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433479928856736,"score_gpt":0.5652442530057753,"score_spread":0.2218962601201017,"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."}}