{"id":"W2921136669","doi":"10.1097/01.ju.0000556958.45525.c0","title":"PD52-02 FGFR3 MUTATIONS AND THEIR RELATION TO FGFR3 EXPRESSION AND CLINICAL OUTCOME IN A LARGE RADICAL CYSTECTOMY COHORT: IMPLICATIONS FOR ANTI-FGFR3 BLADDER CANCER TREATMENT?","year":2019,"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":"","keywords":"Medicine; Cystectomy; Bladder cancer; Oncology; Cohort; Outcome (game theory); Urology; Internal medicine; 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":[0.0004499783,0.0001382948,0.0003089283,0.0003397281,0.0003029847,0.0009220765,0.0002592129,0.0005818096,0.004370564],"category_scores_gemma":[0.003237142,0.0001888425,0.0003499293,0.000539016,0.0002091807,0.0004984059,0.0004071487,0.000564119,0.0009002798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179036,"about_ca_system_score_gemma":0.0002096457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804248,"about_ca_topic_score_gemma":0.003883276,"domain_scores_codex":[0.999649,0.00005536117,0.00003150741,0.0001055048,0.00009424036,0.00006435325],"domain_scores_gemma":[0.9989728,0.0002116243,0.0003442098,0.0001130383,0.0001260473,0.0002324086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005983271,0.00004371633,0.9787425,0.00002955302,0.0001303836,0.0003818492,0.0001096193,0.00008316005,0.001313925,0.0001159648,0.004221398,0.01422949],"study_design_scores_gemma":[0.00002839671,0.00008418083,0.9959449,0.00003194233,0.00007216392,0.001024258,0.0002083581,0.0001804827,0.0001672626,0.0001507338,0.002092783,0.00001446572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886053,0.003721052,0.0002358045,0.001606549,0.0001165663,0.00001499992,0.001637858,0.00001695951,0.004044861],"genre_scores_gemma":[0.995458,0.001296976,0.0001360757,0.0003704369,0.0001267362,0.00001487651,0.001299492,0.00001532252,0.001282076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004370564,"threshold_uncertainty_score":0.01462102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661886766548811,"score_gpt":0.3792802512268069,"score_spread":0.3426613835613188,"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."}}