{"id":"W1966023125","doi":"10.3747/co.v18i1.695","title":"First- and Second-Line Therapy for Metastatic Urothelial Carcinoma of the Bladder","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Alberta; McGill University","funders":"","keywords":"Gemcitabine; Medicine; Cisplatin; Carboplatin; Vinblastine; Oncology; Internal medicine; Metastatic Urothelial Carcinoma; Bladder cancer; Chemotherapy; Malignancy; Paclitaxel; Urothelial cancer; Cancer; Urothelial carcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009607863,0.0001238741,0.0003102494,0.00003961852,0.00005635507,0.000002032652,0.00008231796,0.00004782273,0.0005732953],"category_scores_gemma":[0.00002824397,0.00007314903,0.0001113797,0.00006251032,0.0001566327,0.00002390193,0.00003037076,0.00009594928,0.000003719597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003939089,"about_ca_system_score_gemma":0.000215781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000324086,"about_ca_topic_score_gemma":0.00007075641,"domain_scores_codex":[0.999308,0.00004486575,0.0002113268,0.0001823012,0.00008255163,0.0001709614],"domain_scores_gemma":[0.9994606,0.00008199615,0.0000967868,0.0002081112,0.000084401,0.00006804276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01055737,0.008617881,0.4827384,0.001372604,0.001940829,0.00003110001,0.01976347,0.000001050466,0.003857097,0.003785651,0.01484998,0.4524846],"study_design_scores_gemma":[0.03175643,0.0116355,0.5232644,0.0001022735,0.00109948,0.0001624447,0.0004035726,0.0002150934,0.0382441,0.004522578,0.3882881,0.000306016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893694,0.005092931,0.0002328876,0.0005950737,0.001087208,0.001466223,0.0001237297,0.00001483911,0.002017732],"genre_scores_gemma":[0.9982186,0.0002796306,0.0005163522,0.0003114464,0.0001557631,0.0001777513,0.000006942033,0.00001807942,0.0003154595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521785,"threshold_uncertainty_score":0.6277181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820476308868427,"score_gpt":0.385044516217123,"score_spread":0.2029968853302803,"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."}}