{"id":"W3169066077","doi":"10.34067/kid.0001892021","title":"Prevalence of Frailty in Patients Referred to the Kidney Transplant Waitlist","year":2021,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Orthopaedic Innovation Centre; McGill University Health Centre; Regina General Hospital; McMaster University; London Health Sciences Centre; Horizon Health Network; Centre Hospitalier de l’Université de Montréal; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada; Astellas Pharma Canada","keywords":"Medicine; Frailty Index; Cohort; Receiver operating characteristic; Proportional hazards model; Internal medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007211001,0.0001557726,0.000343739,0.000899183,0.0003663104,0.0006109235,0.0002599645,0.0003294293,0.002808457],"category_scores_gemma":[0.003838315,0.000168684,0.0004531831,0.0009426879,0.0002473618,0.000547448,0.0005101067,0.0006448452,0.0001889788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004986274,"about_ca_system_score_gemma":0.00040477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006029575,"about_ca_topic_score_gemma":0.006001713,"domain_scores_codex":[0.9994925,0.00009484,0.00007886167,0.0001287773,0.0001110804,0.00009385816],"domain_scores_gemma":[0.9979469,0.0003791452,0.001039431,0.00008003401,0.0002168904,0.000337658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005025116,0.000009615824,0.9988207,0.000008898408,0.00001902291,0.00003484635,0.00004569707,0.0000195922,0.00006964125,0.00001127924,0.0001104683,0.0007998806],"study_design_scores_gemma":[0.000004363819,0.00004925734,0.9994243,0.00001213467,0.00001307421,0.000162056,0.0001157178,0.0001152357,0.00002449972,0.00001875157,0.00005717282,0.000003427893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987563,0.0003456693,0.00007239386,0.0000578957,0.000006006107,0.000006196431,0.0004174185,0.000005383778,0.0003328311],"genre_scores_gemma":[0.999498,0.00005319766,0.00002907997,0.00002925767,0.000008172648,0.000006094348,0.0003052312,9.943551e-7,0.00006986642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006029575,"threshold_uncertainty_score":0.01198894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811898787181107,"score_gpt":0.260510007424314,"score_spread":0.2423910195525029,"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."}}