{"id":"W4281695895","doi":"10.1186/s12933-022-01521-9","title":"Epidemiology of the diabetes-cardio-renal spectrum: a cross-sectional report of 1.4 million adults","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Epidemiology; Diabetes mellitus; Kidney disease; Renal function; Cross-sectional study; Angiology; Internal medicine; Type 2 diabetes; Heart failure; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002472184,0.0002399352,0.001623467,0.0001931536,0.000190132,0.00000150255,0.0003265433,0.0001791237,0.0003794745],"category_scores_gemma":[0.001609117,0.0001922175,0.003194941,0.0005195921,0.0006940459,0.00004078396,0.0004248053,0.00045881,0.000007017059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054979,"about_ca_system_score_gemma":0.0005818187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000775485,"about_ca_topic_score_gemma":0.000001776258,"domain_scores_codex":[0.9962235,0.000907945,0.001003135,0.0006436408,0.0006414434,0.0005803015],"domain_scores_gemma":[0.9972439,0.0003734707,0.0004217545,0.001576947,0.0001968877,0.000187017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135456,0.0001630089,0.9920237,0.0002536403,0.003511943,0.0001011291,0.0000327717,0.001985293,0.0005290527,0.0002686253,0.0005091963,0.0004861761],"study_design_scores_gemma":[0.002728875,0.0002436888,0.9819205,0.00004533797,0.0008702971,0.0007003184,0.00002541744,0.0002096925,0.005104192,0.0007469005,0.007235059,0.0001696584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971704,0.02527787,0.00007313066,0.0002992043,0.001066266,0.0005735181,0.0001451504,0.00003868668,0.0008221564],"genre_scores_gemma":[0.9987553,0.00006150974,0.00008566799,0.0003103747,0.0002895287,0.0001714222,0.0001908066,0.00003410833,0.0001013095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02705126,"threshold_uncertainty_score":0.7838402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835945371419197,"score_gpt":0.2722113426896928,"score_spread":0.2538518889755009,"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."}}