{"id":"W1555834114","doi":"10.1002/9783527628100.ch26","title":"Oxidative Stress in Breast Cancer Carcinogenesis","year":2009,"lang":"en","type":"other","venue":"","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Oxidative stress; MAMMOGRAPHIC DENSITY; Carcinogenesis; Hormone; Cancer; Internal medicine; Breast density; Risk factors for breast cancer; Medicine; Oncology; Cancer research; Mammography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001799761,0.0001961032,0.0004036473,0.000246839,0.000006517222,0.000005589259,0.00005671012,0.0002001573,0.02501353],"category_scores_gemma":[0.00000146451,0.000147135,0.0000705476,0.0001543072,0.00002731487,0.00001073035,0.00001348784,0.0001466985,0.00004233611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633936,"about_ca_system_score_gemma":0.000150024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07316829,"about_ca_topic_score_gemma":0.03296769,"domain_scores_codex":[0.999253,0.00001041818,0.0001243767,0.0002618592,0.0001616335,0.0001887445],"domain_scores_gemma":[0.9996057,0.000005471058,0.00006259263,0.0002168172,0.00001940764,0.00009006201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007424417,0.0001288396,0.1996864,0.0001176572,0.0001056957,0.00006479222,0.00009863593,0.000001096276,0.000240042,0.0000325326,0.7501619,0.04928815],"study_design_scores_gemma":[0.001482052,0.000060503,0.5550799,0.00137528,0.0001590999,0.00001556257,0.0001488506,0.000006362447,0.0009258501,0.000006605832,0.4403472,0.0003927159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003460791,0.004014466,0.00001031006,0.001108849,0.0002238109,0.0004708129,0.0008028529,0.000120247,0.9897879],"genre_scores_gemma":[0.03917241,0.00370775,0.00005690637,0.0006778371,0.0007195335,0.00003337608,0.00007448314,0.0002539608,0.9553037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3553935,"threshold_uncertainty_score":0.9846781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555111946395512,"score_gpt":0.2961834550574018,"score_spread":0.2806323355934467,"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."}}