{"id":"W4394801698","doi":"10.1097/01.ju.0001008576.33217.96.02","title":"PD08-02 THE BLADDER UTILITY SYMPTOM SCALE (UTILITY): A NOVEL TOOL TO MEASURE UTILITIES AND QUALITY OF LIFE IN BLADDER CANCER PATIENTS","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Bladder cancer; Scale (ratio); Quality of life (healthcare); Cancer; Quality (philosophy); Medicine; Computer science; Urology; Internal medicine; Data mining; Nursing; Cartography; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01086533,0.0001507632,0.0005082077,0.0001811339,0.0003167254,0.0000108625,0.0004001468,0.0002226213,0.0005592384],"category_scores_gemma":[0.002457113,0.00008029602,0.000082648,0.000374176,0.0003532385,0.0001024204,0.0002191773,0.001723536,0.00002057439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008421789,"about_ca_system_score_gemma":0.001633545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947684,"about_ca_topic_score_gemma":0.003317463,"domain_scores_codex":[0.9943681,0.00288594,0.001335242,0.0001927632,0.0005751066,0.0006428238],"domain_scores_gemma":[0.9945979,0.003952281,0.0002868631,0.0003500513,0.0005551299,0.0002578223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004158648,0.0003591044,0.931107,0.0009702616,0.0002245551,0.000002712563,0.03540803,0.00003621208,0.0004681353,0.0005930891,0.01079788,0.01587432],"study_design_scores_gemma":[0.001154004,0.0003420482,0.9801219,0.0001504455,0.0000464047,0.000003091975,0.001952132,0.0005141518,0.00001658452,0.0008196691,0.01479354,0.00008608411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712416,0.003692159,0.0001795848,0.02273264,0.0006643487,0.0007043292,0.00008030431,0.00001067952,0.0006943449],"genre_scores_gemma":[0.9952543,0.0004009093,0.00001685501,0.00379676,0.0002354972,0.00002954199,8.895192e-7,0.00001575525,0.0002494471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04901479,"threshold_uncertainty_score":0.7488002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112385792995807,"score_gpt":0.442058110713191,"score_spread":0.3308195314136103,"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."}}