{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004609254,0.0002389214,0.0005688131,0.0004580113,0.0004218718,0.0007138229,0.0002703093,0.0006692223,0.0008358872],"category_scores_gemma":[0.002193837,0.000285793,0.0009490774,0.001011349,0.0004329333,0.0006759189,0.0003781742,0.0007542414,0.0001252083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827585,"about_ca_system_score_gemma":0.0003846023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980967,"about_ca_topic_score_gemma":0.002874724,"domain_scores_codex":[0.9994549,0.0001925893,0.00007105142,0.0001000799,0.00007881246,0.0001026777],"domain_scores_gemma":[0.9987417,0.0003169895,0.0005618668,0.00007666634,0.00007224617,0.0002305602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009364802,0.0002034658,0.9970241,0.00001348836,0.0002481288,0.00008773769,0.00005725132,0.00004295944,0.0003335835,0.00001596757,0.00003640597,0.001000312],"study_design_scores_gemma":[0.00002997826,0.0006210977,0.9985536,0.000004900201,0.0001479753,0.0001868005,0.0001943083,0.00008923496,0.00004820724,0.00002465982,0.0000931277,0.00000618791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993124,0.0003183197,0.00002976255,0.00003369552,0.000006386074,0.000003799969,0.00006899152,8.299202e-7,0.0002257511],"genre_scores_gemma":[0.9995585,0.0001617169,0.00002731713,0.00003969134,0.0000149041,0.000006256183,0.0001339293,0.000001126601,0.00005664085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001980967,"threshold_uncertainty_score":0.003938854,"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."}}