{"id":"W4415942465","doi":"10.1016/j.annonc.2025.08.3732","title":"3119eP Real-world use of Bacillus Calmette Guérin (BCG) in patients with high-risk non-muscle invasive bladder cancer (HR-NMIBC)","year":2025,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"Johnson and Johnson","keywords":"Bladder cancer; Bacillus (shape); Urinary bladder; Cancer; Bladder Neoplasm","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":[0.0003234155,0.0001473033,0.000303492,0.0003460909,0.0002125945,0.0006513964,0.000192938,0.000526303,0.003196876],"category_scores_gemma":[0.002197244,0.0001286976,0.0003926865,0.0008617382,0.0001555985,0.00041115,0.0002714948,0.0005380805,0.0004952753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245201,"about_ca_system_score_gemma":0.0003640911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451113,"about_ca_topic_score_gemma":0.008924646,"domain_scores_codex":[0.9995959,0.0001419813,0.00004931915,0.00007875499,0.00006586234,0.00006815611],"domain_scores_gemma":[0.9990589,0.0002485648,0.0004539465,0.00003594794,0.0000728772,0.0001296911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009564311,0.0001269808,0.988809,0.00009412542,0.0001084466,0.0001015191,0.00003447392,0.00009613706,0.000167879,0.00002585397,0.0007058142,0.008773341],"study_design_scores_gemma":[0.00004245162,0.0003809418,0.9971982,0.00004238039,0.00008665095,0.000239974,0.0001358876,0.0003216343,0.00008607483,0.00003741351,0.001421527,0.000006917405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893076,0.002741593,0.00009595099,0.000485123,0.00005842934,0.00002514328,0.003768498,0.00001318648,0.003504572],"genre_scores_gemma":[0.9971443,0.0005799548,0.00009565044,0.0001908476,0.00004428806,0.0000147605,0.001489491,0.000002810787,0.0004379061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005451113,"threshold_uncertainty_score":0.01083875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215214399027526,"score_gpt":0.3440201172759157,"score_spread":0.3018679732856404,"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."}}