{"id":"W3126958718","doi":"10.3233/blc-200391","title":"Benefit of Adjuvant Chemotherapy After Radical Cystectomy for Treatment of Urothelial Carcinoma of the Bladder in the Elderly –An International Multicenter Study","year":2021,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"European Association of Urology","keywords":"Cystectomy; Urothelial carcinoma; Adjuvant chemotherapy; Medicine; Urology; Multicenter study; Chemotherapy; Adjuvant; Oncology; Internal medicine; Bladder cancer; Cancer; Randomized controlled trial","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":[0.0001053684,0.0002257144,0.0005182055,0.00007305489,0.00003034683,0.000009479063,0.0002333655,0.0000801647,0.0006434672],"category_scores_gemma":[0.00001684342,0.0001258387,0.0002984435,0.0001911527,0.0001342168,0.00006558772,0.00002792076,0.00007149461,7.51427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139565,"about_ca_system_score_gemma":0.0003717936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388771,"about_ca_topic_score_gemma":0.001713922,"domain_scores_codex":[0.9983364,0.00009442271,0.0005215921,0.000340669,0.0004853538,0.0002216092],"domain_scores_gemma":[0.9988428,0.00008066913,0.0001781961,0.0005937042,0.0002502241,0.00005436885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005404439,0.00950353,0.9217265,0.0001271166,0.001726236,0.00004618564,0.01904351,0.00003113905,0.006472867,0.00005200832,0.0001294398,0.03573702],"study_design_scores_gemma":[0.02620304,0.003536216,0.9028532,0.0001473543,0.0006536389,0.00001499679,0.002473779,0.0001256433,0.06055485,0.00004650957,0.003244427,0.0001463596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994384,0.001348732,0.00002290772,0.001126952,0.0003645894,0.002059924,0.0003698551,0.000006006159,0.000317033],"genre_scores_gemma":[0.9976957,0.0001579696,0.0001680942,0.0003999454,0.0002638196,0.0008488702,0.00001677227,0.00003523302,0.0004136193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05408198,"threshold_uncertainty_score":0.7045515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455341118081597,"score_gpt":0.3222072495865266,"score_spread":0.2976538384057107,"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."}}