{"id":"W2042593936","doi":"10.1016/j.juro.2011.02.1292","title":"1401 THE <i>FGFR3</i> MUTATION IDENTIFIES PATIENTS WITH FAVORABLE DISEASE AT RADICAL CYSTECTOMY FOR BLADDER CANCER","year":2011,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KWF Kankerbestrijding; University of Toronto","keywords":"Cystectomy; Medicine; Bladder cancer; Library science; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0003650699,0.0002709182,0.0004128208,0.001651715,0.000402638,0.0008931558,0.0002316829,0.0007394701,0.02650743],"category_scores_gemma":[0.001556699,0.0002131569,0.0002683853,0.0009038833,0.0003145777,0.00028087,0.0002326897,0.0004133618,0.005117095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347474,"about_ca_system_score_gemma":0.0007380473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053224,"about_ca_topic_score_gemma":0.02877534,"domain_scores_codex":[0.9997734,0.00003280011,0.00001660828,0.00002591655,0.0001022819,0.00004899237],"domain_scores_gemma":[0.9993101,0.0001444291,0.00007771501,0.00002180491,0.0002049169,0.0002410109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021839,0.0001529145,0.4786811,0.0004229849,0.0001575677,0.004280973,0.000146301,0.0002504428,0.004898309,0.0003325029,0.3662584,0.1433967],"study_design_scores_gemma":[0.0001372682,0.0002346224,0.8636566,0.0005822617,0.000208054,0.02410093,0.0005594314,0.0005777067,0.002741005,0.0004308719,0.1066974,0.0000739234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6485518,0.05747726,0.001474208,0.03344096,0.005602752,0.0003162563,0.01513703,0.0007531572,0.2372465],"genre_scores_gemma":[0.8626007,0.03528352,0.001847918,0.003254292,0.003722481,0.00008685646,0.01127941,0.0001839981,0.08174095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650743,"threshold_uncertainty_score":0.08867621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991161293579691,"score_gpt":0.2605120188055681,"score_spread":0.2406004058697712,"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."}}