{"id":"W4408052326","doi":"10.3390/uro5010004","title":"Patient-Reported Urinary Symptom Progression After Bacillus Calmette–Guerin Therapy for Bladder Cancer","year":2025,"lang":"en","type":"article","venue":"Uro","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Bladder cancer; Urology; Urinary system; Urinary bladder; Bacillus (shape); Urinary Bladder Cancer; Cancer; Oncology; Internal medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999255,0.0001949624,0.000583179,0.0003659739,0.0002888892,0.0004255287,0.0002586562,0.0003306715,0.001253385],"category_scores_gemma":[0.0055838,0.00008449589,0.0005561981,0.0005391267,0.0001588561,0.0003863784,0.0002938308,0.0006306025,0.0001571119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000324881,"about_ca_system_score_gemma":0.0002574393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008036818,"about_ca_topic_score_gemma":0.001501711,"domain_scores_codex":[0.9988816,0.0005798611,0.0001246015,0.00009335511,0.0002356412,0.00008492739],"domain_scores_gemma":[0.9957675,0.001235095,0.002088777,0.00009541085,0.0003624395,0.0004508438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002001504,0.0004757495,0.9725304,0.000172187,0.0003141918,0.000134212,0.00028314,0.0003676628,0.0006454617,0.0000122966,0.0003474842,0.02271562],"study_design_scores_gemma":[0.00004109842,0.001843762,0.9969766,0.00001915274,0.00008320386,0.0002232356,0.00006090072,0.0003030568,0.0002179959,0.00001085257,0.0002132905,0.000006924196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998099,0.0007475736,0.00008564592,0.00009029738,0.000007348827,0.00003887641,0.0002407108,0.000009534008,0.0006809923],"genre_scores_gemma":[0.9995155,0.0001102279,0.00006657071,0.00002871136,0.000007206187,0.00001541129,0.000178066,0.000001065421,0.00007726985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999255,"threshold_uncertainty_score":0.01057321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746103369688195,"score_gpt":0.3290958200771557,"score_spread":0.3116347863802737,"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."}}