{"id":"W4229009139","doi":"10.1093/ndt/gfac095.001","title":"FC006: Sex Differences in the Recognition, Monitoring and Management of Chronic Kidney Disease in Health Care","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Albuminuria; Nephrology; Renal function; Population; Cohort; Diabetes mellitus; Referral; Logistic regression; Proportional hazards model; Endocrinology; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770824,0.000273635,0.0002928673,0.0006698454,0.0006182174,0.0008365752,0.0007509213,0.0006043636,0.007640395],"category_scores_gemma":[0.008449988,0.0001634701,0.001139523,0.001564808,0.0002206577,0.0003870027,0.0006465393,0.0005502714,0.0004985233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006611368,"about_ca_system_score_gemma":0.001129079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05330612,"about_ca_topic_score_gemma":0.03767025,"domain_scores_codex":[0.9985697,0.0004063797,0.0001265094,0.0003079797,0.0002631176,0.0003262426],"domain_scores_gemma":[0.9960705,0.001127749,0.00169934,0.0003052521,0.000422274,0.0003749824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003145332,0.00001839517,0.9932773,0.00002631039,0.0001124404,0.00004507786,0.0001049099,0.00003996069,0.0000698853,0.00009594157,0.001616767,0.004278609],"study_design_scores_gemma":[0.00002311555,0.0000455567,0.9981447,0.00002766917,0.00007611145,0.00009994295,0.0001522159,0.0001641621,0.00004037571,0.0001016468,0.00111956,0.000005023777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725849,0.002385352,0.0006437683,0.001694885,0.0001922494,0.00003354809,0.01728181,0.00003260393,0.005150921],"genre_scores_gemma":[0.9941076,0.0002786169,0.0004024575,0.0002798018,0.00008302823,0.00004361408,0.003533429,0.00001758235,0.001253761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05330612,"threshold_uncertainty_score":0.1059917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638591512556714,"score_gpt":0.303975651615624,"score_spread":0.2775897364900569,"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."}}