{"id":"W1969447092","doi":"10.1016/j.juro.2015.02.2495","title":"MP67-12 THE MODIFIED FRAILTY INDEX AS A MARKER OF ADVERSE OUTCOMES DURING CYSTECTOMY FOR UROTHELIAL CANCER","year":2015,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Urothelial cancer; Index (typography); Lung cancer; Population; Frailty Index; Adverse effect; Gerontology; Cancer; Internal medicine","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":[0.0006586566,0.0002242004,0.0003375399,0.001292294,0.0002933463,0.0008147117,0.0002976916,0.0005023609,0.01189342],"category_scores_gemma":[0.005735193,0.0001328406,0.0004666886,0.001091748,0.0001280849,0.0004726097,0.000591203,0.0009310955,0.002164688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223476,"about_ca_system_score_gemma":0.000388904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002639415,"about_ca_topic_score_gemma":0.004310714,"domain_scores_codex":[0.9996524,0.00007908021,0.00004041896,0.00002977083,0.0001506654,0.0000477814],"domain_scores_gemma":[0.9979208,0.0004213589,0.0007385359,0.00007752877,0.0003765729,0.0004652321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080294,0.0001241635,0.7600711,0.0003927658,0.0002044214,0.0003646547,0.0001728496,0.0003038066,0.0007474467,0.0003341161,0.0690287,0.1671757],"study_design_scores_gemma":[0.00004067471,0.0003568803,0.9792268,0.0006283588,0.00009957044,0.0008830155,0.0001447982,0.0004152117,0.0004306432,0.0004105951,0.01732389,0.00003955309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8249412,0.05581031,0.002643042,0.01851271,0.002453605,0.0002570749,0.01919709,0.000446955,0.07573806],"genre_scores_gemma":[0.9526311,0.0130054,0.002027191,0.001417335,0.001393427,0.0001664432,0.008087541,0.0001102533,0.02116137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189342,"threshold_uncertainty_score":0.03978747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911270074990309,"score_gpt":0.3328808861552031,"score_spread":0.2837681854053,"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."}}