{"id":"W4415106130","doi":"10.32539/jkk.v12i3.689","title":"DIAGNOSTIC ACCURACY OF CLINICAL SCORING SYSTEMS (NSS, NDS, AND TCSS) COMPARED TO ELECTROPHYSIOLOGICAL TESTING IN DIABETIC NEUROPATHY AMONG T2DM PATIENTS","year":2025,"lang":"en","type":"article","venue":"Jurnal Kedokteran dan Kesehatan Publikasi Ilmiah Fakultas Kedokteran Universitas Sriwijaya","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diagnostic accuracy; Diabetic neuropathy; Type 2 Diabetes Mellitus; Diabetes mellitus; Diagnostic test; Peripheral neuropathy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008511961,0.0007016928,0.001960179,0.001137858,0.0002577159,0.0001641571,0.0006725036,0.000318238,0.00003060577],"category_scores_gemma":[0.006732726,0.0006204998,0.0002988737,0.002186522,0.0005520249,0.0007137227,0.0005920223,0.001302099,0.00001573369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296806,"about_ca_system_score_gemma":0.0002538508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002535671,"about_ca_topic_score_gemma":0.00002543872,"domain_scores_codex":[0.9941719,0.0008331393,0.001946221,0.001235292,0.0006818975,0.001131597],"domain_scores_gemma":[0.9944555,0.002686715,0.0006270932,0.0007804557,0.000560036,0.0008901983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001907579,0.001352926,0.9834083,0.0004107971,0.0001633995,0.0004916756,0.0002929039,0.0003150103,0.001500377,0.0005163013,0.0006369628,0.009003757],"study_design_scores_gemma":[0.007407431,0.002092917,0.9838453,0.0011776,0.0003940563,0.0000351071,0.0005501346,0.001015992,0.0001105229,0.00008165841,0.00276321,0.0005260641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936568,0.0007014652,0.0000695881,0.0003939591,0.0007422154,0.001896744,0.00007573375,0.0002073225,0.002256231],"genre_scores_gemma":[0.9980744,0.0002456302,0.0004854131,0.0007667556,0.0001481014,0.00002957027,0.0000858275,0.00006142584,0.0001028683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008477692,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237472891311782,"score_gpt":0.2857293157284793,"score_spread":0.2619820265973011,"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."}}