{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001499187,0.00009093597,0.0001945288,0.00006288496,0.00002328466,0.000009555815,0.0001155862,0.00003154378,0.000471386],"category_scores_gemma":[0.0003611738,0.00005749673,0.0001014895,0.000301888,0.00002468466,0.00002433204,0.0000508195,0.00008063726,0.00005081544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003111364,"about_ca_system_score_gemma":0.0001280034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003613222,"about_ca_topic_score_gemma":0.00001439435,"domain_scores_codex":[0.9989684,0.00005670808,0.0002557035,0.0002160836,0.0003452043,0.0001579332],"domain_scores_gemma":[0.9991903,0.00002122826,0.00003958272,0.0003812003,0.00009014156,0.0002775871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009274562,0.003364015,0.7110854,0.003130454,0.0004026225,0.0002023291,0.003112697,0.00007862772,0.00394537,0.001260002,0.2568226,0.01566844],"study_design_scores_gemma":[0.001378927,0.0001017077,0.9245518,0.0005607452,0.0002093727,7.643582e-7,0.00004307367,0.00005849003,0.001968974,0.00002327039,0.0710176,0.00008524642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648717,0.0002123704,0.00008559698,0.01253477,0.0003698191,0.0005881904,0.0003472192,0.00002173178,0.0209686],"genre_scores_gemma":[0.9922677,0.00008280509,0.0001232568,0.003999536,0.00004345389,0.00002111863,0.0001125857,0.000009536042,0.003340055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134664,"threshold_uncertainty_score":0.5161346,"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."}}