{"id":"W4403879525","doi":"10.1515/biol-2022-0945","title":"Analysis of MDA, SOD, TAOC, MNCV, SNCV, and TSS scores in patients with diabetes peripheral neuropathy","year":2024,"lang":"en","type":"article","venue":"Open Life Sciences","topic":"Biochemical Acid Research Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nerve conduction velocity; Malondialdehyde; Medicine; Peripheral neuropathy; Superoxide dismutase; Diabetic neuropathy; Diabetes mellitus; Internal medicine; Statistical significance; Gastroenterology; Surgery; Endocrinology; Oxidative stress","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":[],"consensus_categories":[],"category_scores_codex":[0.0003337076,0.0001009268,0.000196603,0.0001201296,0.00008202405,0.0001283027,0.0004066833,0.00003594575,0.00001985909],"category_scores_gemma":[0.0001565846,0.0000649107,0.00003810266,0.0008476981,0.0007520125,0.00001926384,0.0005628546,0.0000621243,7.85207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004996782,"about_ca_system_score_gemma":0.00008252452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007421284,"about_ca_topic_score_gemma":0.0001115741,"domain_scores_codex":[0.9988917,0.00005499822,0.0001448091,0.0004348894,0.0002469602,0.0002266054],"domain_scores_gemma":[0.9996695,0.00002833856,0.00003333453,0.0001376401,0.00005802551,0.00007317836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004488543,0.00005530677,0.9673006,0.00002910071,0.0001617592,0.000001061434,0.00007414209,0.00004538437,0.03053061,0.00002536362,0.0003044248,0.001427345],"study_design_scores_gemma":[0.0004359352,0.00122708,0.953786,0.00007134561,0.00009217824,1.461912e-7,0.0001840004,0.001249886,0.04177799,0.00003611144,0.0009024942,0.0002368804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969209,0.001949496,0.000005737535,0.0002419036,0.0000323858,0.0001589155,0.00003240366,0.000003145484,0.0006550773],"genre_scores_gemma":[0.9993844,0.0001312836,0.0002348038,0.0001108314,0.00002122269,0.00001618312,0.00001772521,0.000004978237,0.00007855367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351467,"threshold_uncertainty_score":0.2770821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122991568361146,"score_gpt":0.2808992290723589,"score_spread":0.2696693133887474,"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."}}