{"id":"W7117315979","doi":"10.1016/j.jcjd.2025.10.171","title":"Reprint of: Screening and Diagnosis of Chronic Kidney Disease in Adults Living With Diabetes: A Retrospective Cohort Study Using the Canadian Primary Care Sentinel Surveillance Network","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates","keywords":"Kidney disease; Reprint; Retrospective cohort study; Primary care; Diabetes mellitus; Cohort","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874622,0.0004645032,0.0004224875,0.002590071,0.001140813,0.0008042234,0.0009646358,0.0009168154,0.01216736],"category_scores_gemma":[0.005238974,0.0003483779,0.000601526,0.005575025,0.0003181991,0.0005981463,0.0004880723,0.000850227,0.00132648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141365,"about_ca_system_score_gemma":0.008220567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8916312,"about_ca_topic_score_gemma":0.918481,"domain_scores_codex":[0.9992498,0.00004401088,0.0001118812,0.0001032437,0.0003330664,0.0001580829],"domain_scores_gemma":[0.9976241,0.0002506003,0.0005247899,0.0001861414,0.001053529,0.0003607554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035303,0.0000527504,0.9561589,0.0001160757,0.000107535,0.000131861,0.0001304435,0.0000986805,0.0001621437,0.00008381384,0.03691506,0.005939145],"study_design_scores_gemma":[0.0000160091,0.00001297001,0.9968024,0.00002299839,0.00002337163,0.00009576788,0.0001706592,0.0001144821,0.00001933009,0.00001614572,0.002699511,0.000006343264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5422895,0.001878054,0.0003142083,0.002799259,0.001031432,0.0004741234,0.4326185,0.00008839036,0.01850649],"genre_scores_gemma":[0.8815826,0.0018038,0.0008816652,0.001633962,0.0004729349,0.000242491,0.09835317,0.00004051519,0.01498882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083688,"threshold_uncertainty_score":0.218014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006101301464135087,"score_gpt":0.2223770783851432,"score_spread":0.2162757769210081,"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."}}