{"id":"W4406693176","doi":"10.1016/j.ypmed.2025.108236","title":"Ethnic belonging and chronic disease in Indigenous populations in Canada","year":2025,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Ethnic group; Indigenous; Disease; Chronic disease; Gerontology; Demography; Family medicine; Internal medicine; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006102629,0.0000673813,0.0001412126,0.0002132963,0.0009032728,0.000004252398,0.0000898926,0.00002972712,0.00007759741],"category_scores_gemma":[0.00002993654,0.00005748867,0.000009239934,0.0006004875,0.0001184954,0.00006931923,0.000001930776,0.0001344299,8.918559e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896491,"about_ca_system_score_gemma":0.03496709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974669,"about_ca_topic_score_gemma":0.9999861,"domain_scores_codex":[0.9988946,0.0002314377,0.0002236799,0.0001630168,0.0001694494,0.0003178153],"domain_scores_gemma":[0.9996011,0.0001096883,0.00004961963,0.00008620876,0.00003820088,0.0001151621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009303296,0.00006777524,0.5594828,0.0001270783,0.000008131159,0.00001720112,0.3797835,0.00003653432,0.000001030529,0.05445888,0.00006734845,0.005940461],"study_design_scores_gemma":[0.0003526268,0.00001266866,0.9632506,0.0004064985,0.00001414137,1.156454e-7,0.005560535,0.00003092381,0.000001992881,0.007872938,0.02242439,0.00007250004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767476,0.00978296,0.00004551863,0.00253912,0.0005908341,0.0006884236,0.000002856038,0.000008977259,0.009593737],"genre_scores_gemma":[0.9910902,0.003990903,0.00001528397,0.0000693165,0.0001372895,0.000009284992,0.00001308259,0.000003459502,0.004671127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4037679,"threshold_uncertainty_score":0.9705037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183270925172227,"score_gpt":0.3565081474393207,"score_spread":0.3346754381875984,"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."}}