{"id":"W2151952710","doi":"10.1503/cmaj.091551","title":"Age- and sex-related prevalence of diabetes mellitus among immigrants to Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Demography; Immigration; Medicine; Diabetes mellitus; Odds ratio; Population; Logistic regression; Young adult; Gerontology; Geography; Environmental health; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001203249,0.0001005302,0.0002016782,0.0001247137,0.00018222,0.00002653081,0.0001779362,0.0003235672,0.01226065],"category_scores_gemma":[0.0006157178,0.00009742352,0.00003354839,0.0001498761,0.00004184696,0.00005840111,0.000006979771,0.001028585,0.00001898439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923123,"about_ca_system_score_gemma":0.004636391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987816,"about_ca_topic_score_gemma":0.9999338,"domain_scores_codex":[0.9980156,0.0001364666,0.0004971236,0.0001626049,0.0006785833,0.0005096191],"domain_scores_gemma":[0.9969867,0.0001775346,0.0002178337,0.0001153752,0.0001718686,0.0023307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001962308,0.00001261855,0.9232898,0.00001375782,0.0000609197,0.00008811791,0.005521953,5.064908e-7,0.00000768787,0.0001574166,0.05894119,0.01190402],"study_design_scores_gemma":[0.0004089459,0.00003760151,0.9417889,0.00003154368,0.00001771528,0.00002395275,0.0003546632,0.00001066421,0.000008164295,0.00008941601,0.05713782,0.00009066494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916055,0.000205168,0.000002396539,0.00458414,0.00167769,0.0001340892,0.00004348332,0.000005525005,0.001741997],"genre_scores_gemma":[0.992798,0.00001715509,0.0000327613,0.003216938,0.0002501111,0.000006944728,0.000005607973,0.000009046465,0.003663433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018499,"threshold_uncertainty_score":0.9886423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005077185479563028,"score_gpt":0.2332405676531314,"score_spread":0.2281633821735684,"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."}}