{"id":"W3088612416","doi":"10.1111/bju.15253","title":"Comparative effectiveness of neoadjuvant chemotherapy in bladder and upper urinary tract urothelial carcinoma","year":2020,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Alberta; McGill University Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Odds ratio; Confidence interval; Proportional hazards model; Urology; Internal medicine; Stage (stratigraphy); Logistic regression; Upper urinary tract; Pathological; Urothelial carcinoma; Bladder cancer; T-stage; Oncology; Gastroenterology; Urinary system; Cancer; Biology","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":[0.001842359,0.0001500639,0.000508928,0.0003093049,0.0001048562,0.0003348374,0.0001645649,0.0002831849,0.0005525953],"category_scores_gemma":[0.008314776,0.00008053895,0.0004562661,0.000328909,0.0002609424,0.0002545944,0.0002424052,0.0001973744,0.00007034336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461654,"about_ca_system_score_gemma":0.0002838742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005193034,"about_ca_topic_score_gemma":0.001099687,"domain_scores_codex":[0.998329,0.001204988,0.0001379536,0.0001122304,0.0001568647,0.00005902055],"domain_scores_gemma":[0.9952189,0.003154045,0.001099143,0.0001195535,0.0001501155,0.0002582115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0212693,0.0002659971,0.9101416,0.0003847511,0.001119731,0.0002010187,0.00009168914,0.001919639,0.003047741,0.00007862418,0.0002326019,0.06124722],"study_design_scores_gemma":[0.0003370447,0.007136681,0.9861416,0.0001159978,0.0007002706,0.001132472,0.0001216791,0.002123195,0.001071453,0.00007939564,0.001026532,0.00001369612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890393,0.01012315,0.000114747,0.0001662536,0.00001488693,0.000008597162,0.00006627518,0.00000381781,0.0004629673],"genre_scores_gemma":[0.9990891,0.0006344352,0.00007038954,0.00004386136,0.00001655874,0.00000585054,0.00009433652,0.000001429466,0.00004412668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001842359,"threshold_uncertainty_score":0.009743452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059001130425533,"score_gpt":0.283873662301345,"score_spread":0.2632836509970896,"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."}}