{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003200626,0.000349097,0.0003581186,0.00146237,0.0002786846,0.0006574863,0.000247393,0.0004471564,0.0007491755],"category_scores_gemma":[0.00819393,0.0001538055,0.0004624279,0.0007915531,0.0002629882,0.0005143302,0.0005150582,0.0004067823,0.0001420028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961884,"about_ca_system_score_gemma":0.0002735276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672207,"about_ca_topic_score_gemma":0.002398354,"domain_scores_codex":[0.9979945,0.001053536,0.0002348404,0.0002245817,0.0003514424,0.0001410593],"domain_scores_gemma":[0.9962405,0.001872483,0.0008750839,0.0001741746,0.0006229834,0.0002147461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468245,0.00005332495,0.996002,0.00001526808,0.00004772255,0.00003604294,0.00008275347,0.00004692412,0.0001602689,0.00001316531,0.00004860267,0.00334719],"study_design_scores_gemma":[0.00002157806,0.0005999396,0.9966402,0.00003634524,0.00009123973,0.0005022492,0.0004434765,0.001134639,0.0002593721,0.00006897311,0.0001927613,0.000009202758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986643,0.0005157531,0.0001482577,0.0000521272,0.00001890163,0.00001427214,0.0000618128,0.000002437868,0.0005221504],"genre_scores_gemma":[0.9993752,0.0001454952,0.000266472,0.00002305643,0.00001256263,0.000008986203,0.00008889506,6.545079e-7,0.00007873413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003200626,"threshold_uncertainty_score":0.01692671,"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."}}