{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009728489,0.0002263759,0.0003128481,0.001432831,0.004651137,0.001283592,0.0007614227,0.0002653967,0.002005063],"category_scores_gemma":[0.002389523,0.0001897006,0.0005303432,0.00280053,0.001134137,0.0003837234,0.001878929,0.0007460233,0.00009870999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520313,"about_ca_system_score_gemma":0.03241105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936228,"about_ca_topic_score_gemma":0.9964123,"domain_scores_codex":[0.9991007,0.0001007347,0.00004648815,0.0001182487,0.0002509717,0.0003830078],"domain_scores_gemma":[0.9986799,0.0001037345,0.0003273283,0.00005125215,0.0003919222,0.0004458441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004800502,0.00004390412,0.983563,0.00007803964,0.00007604851,0.0001082501,0.004885112,0.0001370691,0.000119244,0.0002948546,0.0006803643,0.009966161],"study_design_scores_gemma":[0.000004397631,0.00001472733,0.9930826,0.00009394294,0.00003302047,0.00005546884,0.005316047,0.0002364107,0.00003900656,0.0001160703,0.0009942135,0.00001396216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950554,0.0009431539,0.0001191019,0.0005660043,0.0000127666,0.00003343893,0.001109984,0.000005267593,0.002154754],"genre_scores_gemma":[0.9980825,0.0006181102,0.0001689282,0.00009149019,0.000005275325,0.0000132622,0.0004117135,0.000003074181,0.0006057813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520313,"threshold_uncertainty_score":0.1103069,"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."}}