{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183142,0.0002055345,0.00019671,0.00007512092,0.00004723004,0.00005757028,0.0001392963,0.0001498972,0.00001566561],"category_scores_gemma":[0.00001457039,0.0001849166,0.00005857597,0.0001332558,0.0001257101,0.00001019629,0.00008767738,0.0001325214,0.000009481106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765136,"about_ca_system_score_gemma":0.00006516081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007298803,"about_ca_topic_score_gemma":0.0001141985,"domain_scores_codex":[0.9987943,0.00006817226,0.0002167371,0.0005374635,0.00009773549,0.0002856506],"domain_scores_gemma":[0.9996154,0.00001834462,0.00004683302,0.0002212537,0.00003299589,0.00006513007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005140936,0.00005520693,0.01521104,0.000226818,0.0002187889,0.00001468388,0.0003365759,0.00002552691,0.9784908,0.0005084316,0.000275204,0.004585512],"study_design_scores_gemma":[0.0004773365,0.00008684382,0.03983034,0.0002761364,0.00004653201,0.00001353777,0.001240598,0.0007239216,0.9545549,0.0001833696,0.002189243,0.0003772397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775994,0.02015799,0.0002936538,0.0001166052,0.0002015651,0.0002390466,0.0001428237,0.0000312482,0.001217649],"genre_scores_gemma":[0.99798,0.00103453,0.000152898,0.00006723718,0.0002035589,0.00005898708,0.00008155169,0.00003310111,0.0003881573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0246193,"threshold_uncertainty_score":0.7540682,"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."}}