{"id":"W2184741314","doi":"","title":"Neoadjuvant gemcitabine/cisplatin chemotherapy for muscle invasive urothelial carcinoma of the bladder: a single institution experience","year":2012,"lang":"en","type":"article","venue":"","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gemcitabine; Cisplatin; Cystectomy; Medicine; Urothelial carcinoma; Chemotherapy; Oncology; Bladder cancer; Neoadjuvant therapy; Urology; Internal medicine; Retrospective cohort study; Carcinoma; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008381951,0.0004270546,0.0004234587,0.0004487273,0.000972765,0.0009199546,0.0004724559,0.0005628191,0.001332919],"category_scores_gemma":[0.002714131,0.0003317998,0.0005761772,0.0007856801,0.0005839137,0.0003649761,0.000711705,0.0006090393,0.000521003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396527,"about_ca_system_score_gemma":0.001136545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133102,"about_ca_topic_score_gemma":0.008755827,"domain_scores_codex":[0.9990544,0.0003338312,0.0001943331,0.000132323,0.0001577713,0.0001273357],"domain_scores_gemma":[0.9984396,0.0003637792,0.0003890071,0.0001483314,0.0001294918,0.0005298685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002239797,0.00435593,0.8167702,0.0004922415,0.0004677195,0.04254721,0.00376915,0.002309979,0.01563375,0.0002584838,0.001722953,0.1094325],"study_design_scores_gemma":[0.0004177479,0.02112215,0.715189,0.0003962481,0.0007596824,0.2299261,0.004424409,0.002793603,0.01401527,0.0002381711,0.01054061,0.0001769495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960794,0.001528665,0.0006215727,0.0001707384,0.00001705165,0.00007399607,0.0000614715,0.0000186633,0.001428519],"genre_scores_gemma":[0.9967812,0.001373167,0.001111207,0.0001651458,0.00003297478,0.00003167626,0.0001123254,0.00001575596,0.0003764583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003133102,"threshold_uncertainty_score":0.01013255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296900223527779,"score_gpt":0.2823083449720139,"score_spread":0.2493393427367361,"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."}}