{"id":"W4392154476","doi":"10.3390/antiox13030287","title":"Redox System and Oxidative Stress-Targeted Therapeutic Approaches in Bladder Cancer","year":2024,"lang":"en","type":"article","venue":"Antioxidants","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Oxidative stress; Medicine; Malignancy; Radiation therapy; Reactive oxygen species; Cancer; Cancer research; Genitourinary system; Bladder cancer; Bioinformatics; Oncology; Immunotherapy; Internal medicine; 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":[0.0004038904,0.0003752912,0.0005472429,0.000845811,0.0003265681,0.0006293011,0.0004014585,0.0006389776,0.001628169],"category_scores_gemma":[0.0001817939,0.0001268762,0.0005268867,0.0004830518,0.000232507,0.0005482195,0.0005790783,0.001124059,0.0003158022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385024,"about_ca_system_score_gemma":0.0005692166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004099376,"about_ca_topic_score_gemma":0.001364079,"domain_scores_codex":[0.999887,0.00003266149,0.00001073763,0.00001716373,0.00002889773,0.00002361988],"domain_scores_gemma":[0.9999313,0.0000155049,0.00001643218,0.00000402938,0.00002135176,0.00001129875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000761862,0.001002546,0.001333715,0.01339967,0.0003485031,0.0008652637,0.0003100663,0.001165516,0.1560314,0.01074032,0.01181228,0.802229],"study_design_scores_gemma":[0.0003049831,0.006136177,0.01159584,0.003727309,0.0009100157,0.003733794,0.0005516677,0.001778043,0.08968592,0.01615751,0.8653105,0.0001081702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01356881,0.977437,0.002439963,0.002167051,0.0005099427,0.00005423554,0.00007522832,0.0000455419,0.003702218],"genre_scores_gemma":[0.09687147,0.8947746,0.003217651,0.001234487,0.000503769,0.00009849083,0.0001821931,0.00001024651,0.003107001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001628169,"threshold_uncertainty_score":0.005446732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453452279501152,"score_gpt":0.2677516851020599,"score_spread":0.2432171623070484,"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."}}