{"id":"W4403832918","doi":"10.1681/asn.20244z0yj63m","title":"Incident CKD among Canadian Immigrants: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Immigration; Medicine; Cohort; Cohort study; Population; Demography; Gerontology; Internal medicine; Environmental health; Geography; Sociology","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":[0.0008003711,0.0004877639,0.000553237,0.001104755,0.003579129,0.001128049,0.001158297,0.000602541,0.001314792],"category_scores_gemma":[0.001171633,0.0004377396,0.0006888115,0.003161059,0.0005843212,0.0004185985,0.000816246,0.0007771594,0.0002573794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010449,"about_ca_system_score_gemma":0.01549653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9706125,"about_ca_topic_score_gemma":0.9784819,"domain_scores_codex":[0.9992898,0.00004356531,0.00003893827,0.000151514,0.0002634181,0.0002127926],"domain_scores_gemma":[0.9991007,0.00003406869,0.0001683855,0.0000568159,0.000418876,0.0002211194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008861253,0.00004036608,0.9970799,0.0000300763,0.0000724967,0.0001051866,0.000440256,0.0000287806,0.0001436592,0.00004003701,0.0008054363,0.001125211],"study_design_scores_gemma":[0.00001881628,0.00003045748,0.9985826,0.00001869658,0.00004636927,0.0000708467,0.0005173882,0.0001018537,0.00001895257,0.00001209339,0.0005726597,0.000009259149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930608,0.0002971978,0.0001005188,0.0001616262,0.00001050336,0.0001008899,0.00508592,0.000009766447,0.001172661],"genre_scores_gemma":[0.9945879,0.0004170866,0.000324468,0.0001724484,0.0000121894,0.00007852663,0.003763745,0.000005378367,0.0006381958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02938747,"threshold_uncertainty_score":0.07331359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146461298092075,"score_gpt":0.4033037688461396,"score_spread":0.3518391558652189,"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."}}