{"id":"W3135886569","doi":"10.1097/txd.0000000000001094","title":"Cumulative Deficits Frailty Index Predicts Outcomes for Solid Organ Transplant Candidates","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Dalhousie University; Toronto General Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Candidacy; Hazard ratio; Retrospective cohort study; Internal medicine; Confidence interval; Proportional hazards model; Organ transplantation; Emergency medicine; Intensive care medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006322667,0.0002876617,0.0001610768,0.0006193187,0.000274179,0.0005436932,0.0002360093,0.0002234624,0.00171471],"category_scores_gemma":[0.003496349,0.0001195394,0.0002834082,0.0003909179,0.0002800507,0.0002377241,0.0005011676,0.0004110297,0.0001679137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568813,"about_ca_system_score_gemma":0.0005017909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009996199,"about_ca_topic_score_gemma":0.01746227,"domain_scores_codex":[0.9998164,0.00003618767,0.00002178153,0.00003214852,0.00004325434,0.00005025498],"domain_scores_gemma":[0.9979098,0.0003161747,0.0009401124,0.00009130109,0.0001393626,0.0006030828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002001148,0.000003306727,0.9994805,0.000001418226,0.000008055991,0.000008885997,0.000008698434,0.0000500295,0.00002524428,0.000006938946,0.00004464372,0.0003422639],"study_design_scores_gemma":[0.000002323678,0.00003567763,0.9991453,0.000004054185,0.000009832097,0.00007924009,0.00003576188,0.0005800097,0.00002421122,0.00002369356,0.00005837005,0.000001637786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993542,0.0001010171,0.00006530689,0.00005514721,0.000003519373,0.000003371868,0.0001434183,0.000002515317,0.0002715189],"genre_scores_gemma":[0.9997689,0.00002004525,0.00002941763,0.000005505366,0.000003539249,0.00000144904,0.0001314548,4.447846e-7,0.00003926825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009996199,"threshold_uncertainty_score":0.01987606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349356895900896,"score_gpt":0.3275641770723451,"score_spread":0.2926284874822556,"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."}}