{"id":"W2943068840","doi":"10.1155/2019/8267234","title":"Biomarkers of Oxidative Stress in Metabolic Syndrome and Associated Diseases","year":2019,"lang":"en","type":"review","venue":"Oxidative Medicine and Cellular Longevity","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Oxidative stress; Antioxidant; Dyslipidemia; Reactive oxygen species; Metabolic syndrome; Disease; Bioinformatics; Diabetes mellitus; Medicine; Reactive nitrogen species; Mitochondrion; Biology; Internal medicine; Biochemistry; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938796018761876,"score_gpt":0.3258097428633507,"score_spread":0.2764217826757319,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational","not_applicable"],"consensus_intersection":[],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0036316472114137485,"metaepi_narrow":0.00039673456931410697,"metaepi_broad":0.0006256198977645533,"bibliometrics":0.002319371328297856,"sts":0.000015259021896696422,"scholarly_communication":0.0001373311970702678,"open_science":0.000045777065690089265,"research_integrity":0.00022888532845044633,"randomized_trial":0,"nonrandomized_trial":0.0007324330510414282,"observational":0.009048599984740979,"systematic_review":0.003295948729686427,"meta_analysis":0.02288853284504463,"case_report":0.0005951018539711605,"qualitative":0.000030518043793392844,"simulation_or_modeling":0.000030518043793392844,"bench_or_experimental":0.0013885709925993744,"theoretical_or_conceptual":0.0004730296787975891,"not_applicable":0.0008697642481116961,"design_other":0.18342870222018767},"gemma":{"metaresearch":0.0002136263065537499,"metaepi_narrow":0.00012207217517357137,"metaepi_broad":0.0002746623941405356,"bibliometrics":0.0031586175326161594,"sts":0.000045777065690089265,"scholarly_communication":0.000045777065690089265,"open_science":0.000030518043793392844,"research_integrity":0.00024414435034714275,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.00018310826276035706,"observational":0.04055848020141909,"systematic_review":0.012375066758220797,"meta_analysis":0.014984359502555887,"case_report":0.000503547722590982,"qualitative":0.000030518043793392844,"simulation_or_modeling":0.000015259021896696422,"bench_or_experimental":0.0014496070801861601,"theoretical_or_conceptual":0.0001373311970702678,"not_applicable":0.4114900434882124}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}