{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002990596,0.0005479029,0.0009801741,0.001909412,0.0004323254,0.001984054,0.0009251883,0.001000424,0.0311791],"category_scores_gemma":[0.01534325,0.0002878766,0.001594616,0.002325762,0.0002708763,0.001669234,0.001816115,0.002491944,0.0106396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227477,"about_ca_system_score_gemma":0.001280614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213027,"about_ca_topic_score_gemma":0.003929846,"domain_scores_codex":[0.9974108,0.0009903904,0.0003732769,0.0001591485,0.0009074778,0.0001589155],"domain_scores_gemma":[0.9943438,0.001854385,0.0009839102,0.0002263194,0.00204145,0.0005501621],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009634146,0.0006536896,0.07842638,0.0008460762,0.0002626938,0.0001431042,0.0002810906,0.0006319092,0.0005728161,0.002003347,0.6125159,0.3026995],"study_design_scores_gemma":[0.0009988368,0.001513889,0.4321549,0.002266388,0.0002221508,0.001495983,0.0005625261,0.004003068,0.001812233,0.004011181,0.5507016,0.000257072],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2601145,0.0259357,0.03273471,0.03211364,0.00369602,0.01360634,0.3007342,0.005416194,0.3256488],"genre_scores_gemma":[0.5484866,0.0185281,0.07932787,0.008326986,0.001620622,0.02647405,0.1888981,0.001524851,0.1268129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9970094,"threshold_uncertainty_score":0.1043045,"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."}}