{"id":"W2166912658","doi":"10.5489/cuaj.1643","title":"Improving the outcome of patients with muscle invasive urothelial carcinoma of the bladder with neoadjuvant gemcitabine/cisplatin chemotherapy: A single institution experience","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of Alberta; University of Calgary","funders":"","keywords":"Gemcitabine; Cisplatin; Urothelial carcinoma; Medicine; Chemotherapy; Oncology; Bladder cancer; Neoadjuvant therapy; Urology; Internal medicine; Carcinoma; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000577677,0.000222523,0.0002230156,0.0003593704,0.0004497843,0.0006557885,0.0002659956,0.0002765507,0.0006976723],"category_scores_gemma":[0.002157383,0.0002062702,0.0002719894,0.0005288754,0.0003077648,0.0003166255,0.0004228072,0.0003478596,0.0002537169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790688,"about_ca_system_score_gemma":0.000567756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528129,"about_ca_topic_score_gemma":0.003155539,"domain_scores_codex":[0.9995778,0.0001430319,0.00005940731,0.00006640649,0.00008702886,0.00006626309],"domain_scores_gemma":[0.9991032,0.0001747252,0.0003443733,0.00007378229,0.00007561545,0.0002284376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000321815,0.0003170557,0.9773827,0.00003947578,0.00005268833,0.002141152,0.0004750084,0.0002756028,0.00195311,0.00002230422,0.0002670391,0.01675203],"study_design_scores_gemma":[0.00005223181,0.002467713,0.9719589,0.0000486646,0.00007674233,0.0205094,0.0007425093,0.0006110158,0.001911265,0.00004337969,0.001551387,0.00002686121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991331,0.0003335933,0.0001097464,0.00004103742,0.000003223921,0.00001284385,0.00003435443,0.000005239057,0.000326893],"genre_scores_gemma":[0.9992923,0.0002692819,0.0002330383,0.00003003611,0.000009051675,0.000007653114,0.00007708988,0.000002739958,0.00007889129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528129,"threshold_uncertainty_score":0.005736828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047889648100592,"score_gpt":0.2046545565504345,"score_spread":0.1941756600694286,"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."}}