{"id":"W4417315985","doi":"10.1016/j.diabres.2025.112729","title":"Empowering indigenous youth: a peer-mentorship approach to diabetes management","year":2025,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Cree Board of Health and Social Services of James Bay; Montreal General Hospital","funders":"","keywords":"Indigenous; Diabetes mellitus; Distress; Mental health; Diabetes management; Type 2 diabetes","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":[0.008648194,0.0002047014,0.0004136647,0.0005986218,0.0003260527,0.0003445146,0.0003077572,0.0001475229,0.00003004189],"category_scores_gemma":[0.007567458,0.0001869222,0.0001061537,0.001229281,0.0002080627,0.0003516708,0.0005505679,0.0008387893,0.0001745297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310044,"about_ca_system_score_gemma":0.0001087089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002393435,"about_ca_topic_score_gemma":0.000001413367,"domain_scores_codex":[0.9961728,0.0004140938,0.0005981893,0.0007484581,0.001019605,0.00104683],"domain_scores_gemma":[0.9960307,0.002070108,0.00008845654,0.0006377854,0.0006268061,0.0005461198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006503851,0.008112795,0.6937908,0.001840641,0.002294739,0.00001900829,0.003024583,0.00000298442,0.00009617348,0.005176136,0.04747288,0.2375189],"study_design_scores_gemma":[0.00353421,0.003302242,0.4967781,0.0007919368,0.001139493,5.846996e-7,0.02525593,0.0004001033,0.0003241294,0.002533497,0.4653304,0.000609457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692527,0.0006364323,0.00005421702,0.007645092,0.0003777293,0.001397295,0.000004785947,0.00007639595,0.2205554],"genre_scores_gemma":[0.969351,0.0003690524,0.004136005,0.0042554,0.0003189232,0.0002302108,0.0001092431,0.00003125682,0.02119889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178575,"threshold_uncertainty_score":0.9059501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221592023482975,"score_gpt":0.4844076121780972,"score_spread":0.3622484098297997,"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."}}