{"id":"W2547134376","doi":"10.1002/oby.21654","title":"Reactive Oxygen Species and Oxidative Stress in Obesity—Recent Findings and Empirical Approaches","year":2016,"lang":"en","type":"review","venue":"Obesity","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Canadian Nuclear Laboratories; University of Ottawa","keywords":"Reactive oxygen species; Mitochondrial ROS; Oxidative stress; Mitochondrion; Intracellular; Antioxidant; Cell biology; Oxidative damage; Biology; Bioinformatics; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003010982,0.0004465537,0.001971902,0.0002372471,0.00008366669,0.00002730346,0.0001092599,0.0004118076,0.00009428528],"category_scores_gemma":[0.0001950746,0.0002966612,0.0001272959,0.0002262083,0.0002318689,0.0001212931,0.0002241269,0.0005163587,0.00003995192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518572,"about_ca_system_score_gemma":0.0001892522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002672752,"about_ca_topic_score_gemma":0.00002879989,"domain_scores_codex":[0.998185,0.000184952,0.0003831538,0.000660046,0.0002375104,0.0003493732],"domain_scores_gemma":[0.9989841,0.0002398982,0.0001717028,0.0003109976,0.00004834697,0.0002449296],"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":[0.00005010109,0.000542576,0.02225245,0.007903764,0.0003960092,0.0001762526,0.00146327,3.110038e-9,0.00001656632,0.0007034582,0.0007998378,0.9656957],"study_design_scores_gemma":[0.0005309139,0.00007417128,0.0457271,0.006835673,0.0007743516,0.00009290821,0.0001258491,2.385602e-7,0.00008599313,0.00009506308,0.9453375,0.0003202531],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03341394,0.9618585,0.00001076421,0.0001809477,0.00008223487,0.001040104,0.0001101628,0.00002812564,0.003275289],"genre_scores_gemma":[0.0006105873,0.995128,0.0001858051,0.00004242688,0.0002896588,0.00003974043,0.0001033034,0.00003712401,0.003563304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9653755,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200772018329933,"score_gpt":0.3444908433280099,"score_spread":0.2244136414950166,"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."}}