{"id":"W3178835686","doi":"10.34067/kid.0001052021","title":"Frailty, Age, and Postdialysis Recovery Time in a Population New to Hemodialysis","year":2021,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Hemodialysis; Medicine; Demography; Intensive care medicine; Internal 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":[0.001432335,0.0002055893,0.0002573868,0.0007221379,0.0003500199,0.0005976694,0.000311001,0.0003954417,0.0008272329],"category_scores_gemma":[0.004474523,0.0001265506,0.0005598401,0.0005727027,0.0002414007,0.0004577401,0.0005321946,0.0007958342,0.0001190301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864785,"about_ca_system_score_gemma":0.0002886345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005228901,"about_ca_topic_score_gemma":0.003604815,"domain_scores_codex":[0.9995523,0.000143338,0.00004516045,0.0001115296,0.0000694544,0.0000781223],"domain_scores_gemma":[0.9966739,0.0007505663,0.001564466,0.0002262172,0.0002314438,0.000553445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009769662,0.00002054511,0.9990039,0.000002250356,0.00003656182,0.00001980996,0.0000420234,0.0000389917,0.00004969947,0.000008327362,0.00003132444,0.0006488186],"study_design_scores_gemma":[0.00000386633,0.00008878543,0.9992589,0.000003615713,0.00002401095,0.00008334784,0.00008770445,0.0003504159,0.00002064551,0.00002492916,0.000050858,0.000002990391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995565,0.0001352621,0.0000788295,0.00003230223,0.000002806944,0.000002303769,0.00008905614,0.000001553709,0.0001013139],"genre_scores_gemma":[0.9997978,0.00003531988,0.00002934422,0.000009790801,0.000004497195,0.000001900979,0.00009346124,5.194054e-7,0.00002740279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005228901,"threshold_uncertainty_score":0.01039696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470567790289654,"score_gpt":0.265937706293286,"score_spread":0.2512320283903894,"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."}}