{"id":"W4214612687","doi":"10.3390/cancers14051222","title":"Effect of Neoadjuvant Chemotherapy on Complications, in-Hospital Mortality, Length of Stay and Total Hospital Costs in Bladder Cancer Patients Undergoing Radical Cystectomy","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Poisson regression; Logistic regression; Odds ratio; Context (archaeology); Lymph node; Internal medicine; Cancer; Surgery; Complication; Genitourinary system; Urology; Population","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":[0.0007048327,0.0001236882,0.0002788295,0.000274406,0.000169534,0.0004882477,0.0001932673,0.0002079872,0.0008085376],"category_scores_gemma":[0.005075315,0.0001185338,0.0004634426,0.0004242053,0.0002077111,0.0002946755,0.0002577718,0.0003373933,0.00007429548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006690689,"about_ca_system_score_gemma":0.0006107955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726895,"about_ca_topic_score_gemma":0.005612284,"domain_scores_codex":[0.9994227,0.000241966,0.00009347127,0.00005764807,0.0001139106,0.00007026458],"domain_scores_gemma":[0.9970066,0.0009953016,0.001405502,0.00008381515,0.0001597492,0.0003490062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008697,0.00004805892,0.9966536,0.00002451124,0.0001069934,0.00003320874,0.00002047954,0.00008561883,0.0001221826,0.000008076346,0.00005241527,0.001975286],"study_design_scores_gemma":[0.00001100888,0.0003332246,0.9990153,0.00001250722,0.00007137979,0.0001047045,0.00005234098,0.0002229012,0.00006652921,0.00001112003,0.00009619931,0.000002759072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989513,0.0006754875,0.00002197422,0.00006202983,0.000005477505,0.000003888384,0.0001143301,0.000001069546,0.0001643518],"genre_scores_gemma":[0.9994957,0.0002075948,0.00005022894,0.00002190094,0.000007947207,0.000006031076,0.0001656562,6.694105e-7,0.00004424107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002726895,"threshold_uncertainty_score":0.005422056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007451570679498822,"score_gpt":0.2870362865448312,"score_spread":0.2795847158653324,"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."}}