{"id":"W3135671662","doi":"","title":"Pasifika Prediabetes Youth Empowerment Programme: learnings from a youth-led community-based intervention study.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Prediabetes; Medicine; Overweight; Intervention (counseling); Empowerment; Gerontology; Waist; Nursing; Obesity; Type 2 diabetes; Diabetes mellitus","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":[0.003033532,0.0004979021,0.0005140092,0.0004551356,0.0013755,0.0005628582,0.0006024325,0.0005555099,0.002633953],"category_scores_gemma":[0.002003593,0.0002836117,0.00061425,0.0003539358,0.0006912486,0.000588157,0.001541215,0.001258069,0.0001988071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327549,"about_ca_system_score_gemma":0.005669537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183803,"about_ca_topic_score_gemma":0.02234107,"domain_scores_codex":[0.9988598,0.000574929,0.00004651104,0.0001024356,0.0001222648,0.0002939781],"domain_scores_gemma":[0.9990914,0.0001570538,0.00007977583,0.00004612273,0.0001125734,0.0005131307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0282329,0.3120759,0.1206983,0.004116931,0.000616855,0.002806532,0.0518929,0.001053176,0.01143745,0.001725128,0.006189845,0.4591541],"study_design_scores_gemma":[0.05978284,0.2109613,0.6359462,0.001382895,0.00100588,0.000974474,0.05531284,0.001956314,0.006487915,0.001082267,0.02495557,0.0001515325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919798,0.0001023867,0.0004826905,0.0002180155,0.000035843,0.005446534,0.000150598,0.00001564062,0.001568524],"genre_scores_gemma":[0.9783022,0.0003565559,0.004932415,0.0002728457,0.00003545514,0.0137439,0.0003433662,0.000007842603,0.002005416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183803,"threshold_uncertainty_score":0.02353823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05077284082888176,"score_gpt":0.2666998697644871,"score_spread":0.2159270289356053,"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."}}