{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701682,0.0002784067,0.0006913625,0.0001433529,0.00006065724,0.00001364722,0.0001697378,0.0001484306,0.0005492959],"category_scores_gemma":[0.0001858077,0.0001955927,0.0003007175,0.0003025121,0.00007987015,0.0001191534,0.00002509893,0.0001919379,0.000009354198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823771,"about_ca_system_score_gemma":0.001021636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145482,"about_ca_topic_score_gemma":0.00001229769,"domain_scores_codex":[0.9979548,0.0002020727,0.0007683108,0.0005100537,0.0001758982,0.0003889079],"domain_scores_gemma":[0.9979451,0.0006228615,0.0002240415,0.0005305638,0.0003873525,0.0002901275],"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":[0.4876175,0.001816618,0.4094068,0.00001694774,0.0002030461,0.000001347035,0.0001376664,0.00005228169,0.002529235,2.233471e-7,0.0008826129,0.09733571],"study_design_scores_gemma":[0.1276941,0.03937462,0.8313243,0.0000670013,0.00004605526,9.913953e-7,0.000008544874,0.00001346195,0.0008406141,0.00003450675,0.0004168029,0.0001789571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895731,0.0002059842,0.0002995578,0.001292325,0.0002230403,0.008151122,0.0001865901,0.00003044801,0.00003783118],"genre_scores_gemma":[0.9914166,0.0001200299,0.004063162,0.0008936613,0.000464612,0.002523239,0.000019463,0.00007786453,0.0004213225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219175,"threshold_uncertainty_score":0.7976038,"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."}}