{"id":"W2022539296","doi":"10.1111/j.1492-7535.2005.01116.x","title":"Overproduction of reactive oxygen species in end‐stage renal disease patients: A potential component of hemodialysis‐associated inflammation","year":2005,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxidative stress; Nicotinamide adenine dinucleotide phosphate; Reactive oxygen species; NADPH oxidase; Medicine; End stage renal disease; Hemodialysis; Inflammation; Internal medicine; Endocrinology; Immunology; Biochemistry; Oxidase test; Chemistry; Enzyme","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006178436,0.000504958,0.002284747,0.001854351,0.00004385857,0.00003644833,0.0003475063,0.0002213964,0.0009887327],"category_scores_gemma":[0.000569704,0.0004392251,0.001830104,0.0008526258,0.0001527445,0.0002304355,0.0002101493,0.0003080006,0.00002175395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072335,"about_ca_system_score_gemma":0.0003439423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009545649,"about_ca_topic_score_gemma":0.00003615882,"domain_scores_codex":[0.9948246,0.0003453892,0.002131851,0.0007188251,0.001703566,0.0002757924],"domain_scores_gemma":[0.9963694,0.0001080636,0.002194866,0.0005687824,0.0005760634,0.0001827775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001476381,0.006780542,0.002602841,0.005939407,0.0112112,0.0000856051,0.0003825846,0.001977317,0.0003040367,0.001072404,0.0008012224,0.9673665],"study_design_scores_gemma":[0.006989955,0.0002409751,0.09593052,0.0165528,0.02437422,0.000003957101,0.000114543,0.003650178,0.0002211454,0.0001562939,0.8504434,0.001321985],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08820743,0.879353,0.001228711,0.00105162,0.002867498,0.007414837,0.005614468,0.000176378,0.01408601],"genre_scores_gemma":[0.1479573,0.8261188,0.0002536655,0.00002945405,0.001084799,0.0001764899,0.02252251,0.00007229288,0.001784709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660445,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095163430454577,"score_gpt":0.2851627243837376,"score_spread":0.2642110900791919,"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."}}