{"id":"W4360746820","doi":"10.1097/ju.0000000000003260.05","title":"PD13-05 LONG-TERM ONCOLOGICAL OUTCOMES OF OFFICE-BASED FULGURATION OF TA LOW-GRADE NON MUSCLE INVASIVE BLADDER CANCER: A LARGE SINGLE CENTER SERIES","year":2023,"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":"Fulguration; Medicine; Bladder cancer; Cancer; Surgery; Internal medicine","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":[0.0006585606,0.0001686523,0.000534032,0.0005714834,0.0004609689,0.001213883,0.0004143562,0.0003275806,0.003477773],"category_scores_gemma":[0.002021821,0.000170744,0.0009426681,0.000928127,0.0003255271,0.0007519872,0.0007270689,0.0005780705,0.0009066509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545904,"about_ca_system_score_gemma":0.0008742098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696829,"about_ca_topic_score_gemma":0.002832316,"domain_scores_codex":[0.999421,0.00008373504,0.00007761519,0.0001051387,0.0002334206,0.00007913507],"domain_scores_gemma":[0.9984492,0.000233984,0.0004190025,0.0001973785,0.0001906991,0.0005097592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268706,0.0004664357,0.8450175,0.0003651096,0.0008709469,0.003320399,0.0003148091,0.0002557127,0.001483654,0.0002082597,0.01147739,0.134951],"study_design_scores_gemma":[0.0003744133,0.002362109,0.955261,0.0006547463,0.0007605737,0.0199138,0.001094555,0.0008695,0.001342339,0.0002828738,0.01701255,0.00007149314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820518,0.007554844,0.001354604,0.0004915975,0.000206668,0.0001336228,0.002130941,0.00005844936,0.006017482],"genre_scores_gemma":[0.9932491,0.001845175,0.0004588971,0.0003127574,0.0001919797,0.0000383464,0.00246562,0.00003780619,0.001400528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003477773,"threshold_uncertainty_score":0.01163435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321333073246237,"score_gpt":0.3114594404439251,"score_spread":0.2782461097114627,"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."}}