{"id":"W2047905289","doi":"10.1016/j.eururo.2014.01.014","title":"The Effect of Neoadjuvant Chemotherapy on Perioperative Outcomes in Patients Who Have Bladder Cancer Treated with Radical Cystectomy: A Population-based Study","year":2014,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Perioperative; Propensity score matching; Chemotherapy; Neoadjuvant therapy; Internal medicine; Complication; Oncology; Confounding; Population; Surgery; Cancer; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466301,0.0002373196,0.0005163862,0.00008807753,0.00008500447,0.000009892228,0.00009991066,0.00003856878,0.00005620222],"category_scores_gemma":[0.00007663851,0.0001170137,0.00006258084,0.0001046118,0.00009036305,0.00001760141,0.00001327925,0.0001831296,0.00001127209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007427588,"about_ca_system_score_gemma":0.00003403041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982948,"about_ca_topic_score_gemma":0.0003049955,"domain_scores_codex":[0.9979321,0.001025309,0.0002720852,0.0003138589,0.000225513,0.0002311033],"domain_scores_gemma":[0.999168,0.0002814259,0.0001038766,0.0003268639,0.00005189367,0.00006788091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006412478,0.0004713829,0.9853565,0.00000697969,0.0002414944,0.00002252848,0.0004965724,0.0001567415,0.00001260371,0.000004029268,0.00002576785,0.006792925],"study_design_scores_gemma":[0.02570153,0.02550215,0.9475147,0.00002434609,0.0001335924,9.309309e-7,0.00001881402,0.0002622568,0.0002792658,4.221464e-7,0.0004652278,0.00009682686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957432,0.00003832465,0.000008194317,0.000563859,0.00005170908,0.001329967,0.000009733813,0.00002523063,0.002229824],"genre_scores_gemma":[0.9984285,0.000002681216,0.00000590885,0.0009903274,0.00004396578,0.0000770992,0.0000167985,0.00005094811,0.0003837652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03784185,"threshold_uncertainty_score":0.4771681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006221592603354822,"score_gpt":0.2635213291937909,"score_spread":0.2572997365904361,"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."}}