{"id":"W2605183991","doi":"10.1016/j.juro.2017.02.153","title":"MP04-15 THE PREVALENCE AND IMPACT OF PREOPERERATIVE FRAILTY: A PROSPECTIVE STUDY OF PATIENTS UNDERGOING CYSTECTOMY","year":2017,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Prospective cohort study; Bladder cancer; Gerontology; Epidemiology; Perioperative; General surgery; Surgery; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008933814,0.0002283965,0.0004270389,0.001418839,0.0005906291,0.0006713879,0.0005485148,0.0006819528,0.003166021],"category_scores_gemma":[0.004550762,0.0005648733,0.0005865017,0.002093183,0.000322609,0.000966733,0.001005365,0.0007631483,0.0007196475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180902,"about_ca_system_score_gemma":0.0005252563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005557486,"about_ca_topic_score_gemma":0.005817044,"domain_scores_codex":[0.9994154,0.0001266279,0.0001231132,0.00009166008,0.0001506048,0.0000926387],"domain_scores_gemma":[0.9964885,0.000542554,0.001548855,0.0002435361,0.0003702205,0.0008063077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004467825,0.00002989398,0.9991992,0.000005566052,0.00002019984,0.00001774763,0.00003498405,0.000005999649,0.0000242876,0.000004234134,0.000240813,0.0003722955],"study_design_scores_gemma":[0.000008735223,0.00009036689,0.9994724,0.00001332339,0.00001155388,0.00009534566,0.0001105164,0.00002911428,0.00001422546,0.000006156321,0.000144911,0.00000326655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964289,0.0002702098,0.00006200765,0.0001701405,0.00001561553,0.00004628594,0.002447081,0.000005534941,0.0005544176],"genre_scores_gemma":[0.9971289,0.0002659139,0.00009731584,0.0001316266,0.00003300894,0.00006918155,0.001928526,0.000004655279,0.0003408442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005557486,"threshold_uncertainty_score":0.01105028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442620558874076,"score_gpt":0.3792991003911802,"score_spread":0.3348728948024394,"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."}}