{"id":"W2057853521","doi":"10.1016/j.urology.2008.09.036","title":"Phase I-II RTOG Study (99-06) of Patients With Muscle-Invasive Bladder Cancer Undergoing Transurethral Surgery, Paclitaxel, Cisplatin, and Twice-daily Radiotherapy Followed by Selective Bladder Preservation or Radical Cystectomy and Adjuvant Chemotherapy","year":2008,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Cystectomy; Bladder cancer; Gemcitabine; Regimen; Radiation therapy; Urology; Cisplatin; Surgery; Chemoradiotherapy; Chemotherapy; Toxicity; Cancer; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001575379,0.0004019735,0.0009342838,0.0001700527,0.000219772,0.000009748279,0.00007514706,0.0002232847,0.0002153865],"category_scores_gemma":[0.00007331643,0.0002871892,0.00008503995,0.000317984,0.0003970833,0.0002024732,0.00001948625,0.00026445,5.07036e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008552838,"about_ca_system_score_gemma":0.0005079132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004910089,"about_ca_topic_score_gemma":0.0007030004,"domain_scores_codex":[0.9977552,0.0002411629,0.0004865999,0.0006589137,0.0004124441,0.0004457215],"domain_scores_gemma":[0.9985298,0.0005421506,0.0002375726,0.0002635875,0.000212122,0.0002147787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02944132,0.006634258,0.9286981,0.000115717,0.003465897,0.0001285511,0.01592016,0.00001009956,0.003545547,0.000003241406,0.005341503,0.006695661],"study_design_scores_gemma":[0.1944871,0.07495777,0.7190136,0.0001220311,0.001933523,0.0001658309,0.0007008165,0.0003425987,0.003410503,0.00004507042,0.003927534,0.0008936605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936385,0.002698154,0.0004540636,0.0009542578,0.00007916414,0.001960284,0.000116357,0.0000546767,0.00004460173],"genre_scores_gemma":[0.9964627,0.001521744,0.0001816929,0.001192883,0.00009296618,0.0002082018,0.00008051591,0.00007833314,0.0001809539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096845,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188062619507254,"score_gpt":0.28348371080854,"score_spread":0.2646774488578146,"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."}}