{"id":"W1974187250","doi":"10.1016/s0895-7061(02)02551-7","title":"Methylglyoxal and hypertensive vascular damage","year":2002,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Methylglyoxal; Endocrinology; Oxidative stress; Internal medicine; Glutathione; Lactoylglutathione lyase; Glutathione peroxidase; Glycation; Glutathione reductase; Medicine; Ebselen; Vascular smooth muscle; Biochemistry; Chemistry; Diabetes mellitus; Enzyme; Superoxide dismutase","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002091014,0.0001038679,0.0002367505,0.00008663593,0.0000627682,0.00001230669,0.0001245997,0.00003315019,0.00002432616],"category_scores_gemma":[0.0004284064,0.00008131575,0.00007263479,0.0001473275,0.0002362228,0.00001364857,0.00006642823,0.0001474898,0.00000788981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007783066,"about_ca_system_score_gemma":0.00001949813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006788885,"about_ca_topic_score_gemma":6.135994e-7,"domain_scores_codex":[0.999103,0.0001126369,0.0002071622,0.0001863101,0.0002215687,0.0001693484],"domain_scores_gemma":[0.9989636,0.00002978488,0.0001732262,0.0002197082,0.0004818338,0.0001318388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009118591,0.00007247899,0.0004948408,0.00000574598,0.0001098262,0.00007997102,0.00008659013,0.00009070876,0.8776026,0.00002029519,0.002856058,0.1184897],"study_design_scores_gemma":[0.005772067,0.01262945,0.02857089,0.0001406135,0.0003597984,0.009447119,0.004225891,0.001786629,0.4061304,0.0005368463,0.52898,0.001420256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935203,0.003767117,0.001036958,0.001385925,0.00008569601,0.00005646729,0.000001248652,0.00000348687,0.0001427635],"genre_scores_gemma":[0.9891361,0.003659711,0.005963243,0.0008200424,0.0002219535,8.266552e-7,0.000002719363,0.00001871864,0.0001766787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.526124,"threshold_uncertainty_score":0.331596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352039142800725,"score_gpt":0.2605332739609844,"score_spread":0.2370128825329771,"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."}}