{"id":"W1979333574","doi":"10.1016/j.clgc.2013.04.025","title":"Impact of Response to Prior Chemotherapy in Patients With Advanced Urothelial Carcinoma Receiving Second-Line Therapy: Implications for Trial Design","year":2013,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Pazopanib; Docetaxel; Oncology; Chemotherapy; Metastatic Urothelial Carcinoma; Response Evaluation Criteria in Solid Tumors; Context (archaeology); Cyclophosphamide; Gemcitabine; Progressive disease; Cancer; Bladder cancer; Sunitinib; Urothelial carcinoma","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":[0.02746767,0.0007416353,0.003188698,0.000344119,0.0007277383,0.002128877,0.0008298295,0.002156198,0.003168877],"category_scores_gemma":[0.03752556,0.0004232309,0.005162439,0.0007027247,0.001201462,0.001945574,0.0009939361,0.003584961,0.0002528037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562362,"about_ca_system_score_gemma":0.002395077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497428,"about_ca_topic_score_gemma":0.002126051,"domain_scores_codex":[0.9661093,0.02938986,0.001663756,0.001261062,0.0007893342,0.0007866716],"domain_scores_gemma":[0.9717689,0.02042654,0.003584773,0.001487261,0.0005813575,0.002151214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8883143,0.003042154,0.03702208,0.001157801,0.01117253,0.00008017668,0.000199466,0.002009577,0.001472575,0.0007219323,0.0008613059,0.05394614],"study_design_scores_gemma":[0.3682244,0.3697293,0.208979,0.0009426312,0.02710645,0.0002942387,0.0004009308,0.007444562,0.00286425,0.005047432,0.008805055,0.0001617039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674531,0.01768837,0.00197905,0.004243594,0.001126039,0.002309868,0.0006063512,0.00004002147,0.00455358],"genre_scores_gemma":[0.9948432,0.0008203625,0.0009174036,0.001209502,0.0003857411,0.0009377165,0.0002956962,0.00001500302,0.0005753173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746767,"threshold_uncertainty_score":0.1452646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850117939776647,"score_gpt":0.403105334496996,"score_spread":0.3346041550992296,"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."}}