{"id":"W4367174230","doi":"10.1097/cm9.0000000000002620","title":"Malondialdehyde levels in diabetic retinopathy patients: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Chinese Medical Journal","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Natural Science Foundation of Sichuan Province; Chengdu Science and Technology Program; Sichuan University","keywords":"Malondialdehyde; Medicine; TBARS; Meta-analysis; Diabetic retinopathy; Publication bias; Internal medicine; Diabetes mellitus; Lipid peroxidation; Thiobarbituric acid; Oxidative stress; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003667816,0.0007493,0.016001,0.001138045,0.0001074348,0.00006580447,0.0004260882,0.0004749037,0.001465445],"category_scores_gemma":[0.01133442,0.000375947,0.003619047,0.002684672,0.0001973638,0.0001367423,0.000206862,0.002342837,0.00009961167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138883,"about_ca_system_score_gemma":0.0004204251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007490411,"about_ca_topic_score_gemma":0.00002542684,"domain_scores_codex":[0.9930165,0.001734445,0.002562754,0.000560498,0.001638223,0.0004876179],"domain_scores_gemma":[0.9958556,0.001288319,0.001327913,0.0005211719,0.0002052779,0.0008016967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003742253,0.0001978836,0.0002529068,0.9073847,0.08734409,0.00106239,0.00004956077,2.596944e-8,9.58361e-9,0.000006070025,0.0001314456,0.003567196],"study_design_scores_gemma":[0.0004200383,0.00008288963,0.000788012,0.2184973,0.7778794,0.000653388,0.000006741983,0.00000463618,1.647758e-8,0.00004611508,0.001308999,0.000312425],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001135228,0.9966816,0.00005771667,0.0007403765,0.0001196944,0.002050954,0.0001219229,0.00003369932,0.00008056962],"genre_scores_gemma":[0.0002281626,0.9978435,0.00003527556,0.0007559858,0.0001623734,0.0001934774,0.0001059826,0.00007052172,0.0006046953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6905353,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0946290576926269,"score_gpt":0.3953075800212313,"score_spread":0.3006785223286044,"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."}}