{"id":"W7126049229","doi":"10.47836/mjmhs.v21.i6.1355","title":"Antioxidant Effects of Tocotrienol-rich Fractions Supplementation on Obesity-induced Oxidative Stress in Female Reproductive System: A Systematic Review","year":2025,"lang":"","type":"article","venue":"Malaysian Journal of Medicine and Health Sciences","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Oxidative stress; Antioxidant; Lipid peroxidation; Oxidative damage; Animal studies; Obesity; Systematic review; Human studies; Reproductive health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714973,0.001445507,0.006180749,0.005581648,0.0004890924,0.0020066,0.001324659,0.001928844,0.003221823],"category_scores_gemma":[0.01599655,0.0006683605,0.00594554,0.005037048,0.0005568184,0.001391153,0.0008500516,0.0008082276,0.0002389104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725188,"about_ca_system_score_gemma":0.006219109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005328138,"about_ca_topic_score_gemma":0.01317553,"domain_scores_codex":[0.9973897,0.0008277858,0.0008932987,0.0002707803,0.0005036766,0.0001148208],"domain_scores_gemma":[0.9901224,0.007253363,0.001635161,0.0001162411,0.0007644562,0.0001083344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001868701,0.00001882941,0.0005086209,0.9568991,0.005286796,0.00007093107,0.00009746476,0.00007030998,0.0001738832,0.0001304949,0.0008933538,0.03566333],"study_design_scores_gemma":[0.0003075981,0.0004914869,0.005855535,0.8715088,0.0936837,0.0005297044,0.000296147,0.0001250009,0.0003964031,0.0004006306,0.02635472,0.00005014418],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007141046,0.9987059,0.00006618912,0.000118484,0.00005138195,0.00009464072,0.0001281406,0.000003969855,0.0001171206],"genre_scores_gemma":[0.009566708,0.9892833,0.0003414825,0.0003141813,0.00006231528,0.0002375594,0.0001108027,0.000002228034,0.00008149706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006180749,"threshold_uncertainty_score":0.01964694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490171802783002,"score_gpt":0.3853926625758493,"score_spread":0.3404909445480192,"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."}}