{"id":"W2604969928","doi":"10.1016/j.juro.2017.02.884","title":"PD19-11 WHAT FALSE-NEGATIVE RATES ARE BLADDER CANCER PATIENTS AND URO-ONCOLOGISTS WILLING TO ACCEPT IN ORDER TO AVOID SURVEILLANCE CYSTOSCOPY?","year":2017,"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":"Cystoscopy; Medicine; Bladder cancer; Cancer; Test (biology); General surgery; Population; Gynecology; Surgery; Urinary system; 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":[0.0058278,0.0003340635,0.0007843584,0.001604538,0.0009575658,0.002984656,0.0008199328,0.002101096,0.0169212],"category_scores_gemma":[0.05844457,0.0003748769,0.0008844985,0.00107953,0.0008733722,0.001856417,0.001159669,0.002034672,0.006826214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114878,"about_ca_system_score_gemma":0.000939212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010545,"about_ca_topic_score_gemma":0.003498714,"domain_scores_codex":[0.9935069,0.002112136,0.0009059894,0.0004403762,0.002557988,0.0004765613],"domain_scores_gemma":[0.9607698,0.01659466,0.007496017,0.001626029,0.01148376,0.002029778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001299977,0.0001228522,0.3754406,0.001006448,0.000255452,0.001680407,0.0005034902,0.000271136,0.001093772,0.001325729,0.2691393,0.3478608],"study_design_scores_gemma":[0.0003667523,0.001115936,0.3741813,0.004984497,0.0007774578,0.03122067,0.003816318,0.001378726,0.008550286,0.005082708,0.568201,0.0003242772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2931172,0.1295774,0.009564851,0.3021734,0.01885929,0.0005358925,0.01514198,0.001591099,0.2294389],"genre_scores_gemma":[0.8456904,0.0508846,0.007478002,0.03645703,0.009696589,0.000308251,0.009712226,0.0004406292,0.03933237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0169212,"threshold_uncertainty_score":0.05660701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406913107597784,"score_gpt":0.3386619393240969,"score_spread":0.314592808248119,"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."}}