{"id":"W3004971171","doi":"10.1016/j.clgc.2020.01.007","title":"Unfavorable Cancer-specific Survival After Neoadjuvant Chemotherapy and Radical Cystectomy in Patients With Bladder Cancer and Squamous Cell Variant: A Multi-institutional Study","year":2020,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Cystectomy; Bladder cancer; Hazard ratio; Oncology; Internal medicine; Odds ratio; Proportional hazards model; Chemotherapy; Cancer; Adenocarcinoma; Neoadjuvant therapy; Urology; Population; Gastroenterology; Confidence interval","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":[0.0004763517,0.0004084917,0.000536678,0.0008132202,0.0007249549,0.0008354895,0.0004236384,0.0006255062,0.001594418],"category_scores_gemma":[0.001371054,0.0003798596,0.0009599815,0.001508954,0.0004721376,0.0007610694,0.0007493453,0.0006127111,0.0002142076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606172,"about_ca_system_score_gemma":0.0007106378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005789,"about_ca_topic_score_gemma":0.006578946,"domain_scores_codex":[0.9995139,0.00012723,0.00005369967,0.000124891,0.00005157966,0.0001286889],"domain_scores_gemma":[0.9988085,0.0001817729,0.0004872891,0.0001028176,0.00009518941,0.0003244331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015967,0.0000310294,0.9990665,0.000004128069,0.00006527999,0.00004621921,0.00002926086,0.00002907878,0.000105188,0.000006237683,0.00003245257,0.0002829788],"study_design_scores_gemma":[0.00001206322,0.0001146591,0.9992009,0.000002854153,0.0000635702,0.0001781482,0.0001935629,0.00008914577,0.00003691775,0.00001485074,0.0000877827,0.000005542093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994286,0.0001536807,0.00002513532,0.00001615976,0.000004533598,0.000003860833,0.0002086204,0.000001219199,0.0001582695],"genre_scores_gemma":[0.9994363,0.00006556587,0.00001745797,0.00001770225,0.00001053685,0.000004590978,0.0003673644,0.000001211793,0.00007922569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005005789,"threshold_uncertainty_score":0.00995326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862364468728156,"score_gpt":0.3209357223647168,"score_spread":0.2823120776774353,"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."}}