{"id":"W3130561511","doi":"10.34067/kid.0007082020","title":"Opportunities To Improve Diabetes Care in the Hemodialysis Unit: A Cohort Study in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Kidney360","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre; St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"Western University; Ontario Ministry of Health and Long-Term Care; Kidney Foundation of Canada; Diabetes Canada; Canadian Society of Nephrology; Institute for Clinical Evaluative Sciences; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Medicine; Diabetes mellitus; Hemodialysis; Population; Glycemic; Diabetic retinopathy; Retinopathy; Logistic regression; Cohort; Retrospective cohort study; Pediatrics; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009355039,0.0003292786,0.0005506378,0.001225441,0.004617473,0.001694067,0.001297995,0.0004922656,0.00229365],"category_scores_gemma":[0.002765117,0.00044565,0.0008004961,0.005696563,0.0007414755,0.0008226521,0.001257336,0.0009384727,0.0001978132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03467541,"about_ca_system_score_gemma":0.06071099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948893,"about_ca_topic_score_gemma":0.9975491,"domain_scores_codex":[0.9985272,0.00008906817,0.0001088502,0.0002064049,0.0005053009,0.0005631982],"domain_scores_gemma":[0.9965878,0.0001202231,0.0007805736,0.0001202996,0.001303128,0.001088023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002953581,0.0000284068,0.9955521,0.00003659589,0.00003463151,0.00007803884,0.001015777,0.00003104159,0.00005424494,0.00005678979,0.00147718,0.001605555],"study_design_scores_gemma":[0.000008188753,0.00001413697,0.9971474,0.00005616747,0.00002022741,0.00004516076,0.001700166,0.0001326899,0.00001259181,0.00002031341,0.0008349062,0.000008047893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862175,0.001281858,0.0001514388,0.001246424,0.00003721837,0.0001489475,0.007636561,0.00001249242,0.003267598],"genre_scores_gemma":[0.9959791,0.0007995999,0.0002073029,0.0003201273,0.00001350054,0.00005389793,0.001752517,0.000005932768,0.0008679389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03467541,"threshold_uncertainty_score":0.2515888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986379879924725,"score_gpt":0.2479895462661214,"score_spread":0.2281257474668741,"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."}}