{"id":"W4408151173","doi":"10.1186/s13098-025-01624-9","title":"Effect of high-dose N-acetyl cysteine on the clinical outcome of patients with diabetic peripheral neuropathy: a randomized controlled study","year":2025,"lang":"en","type":"article","venue":"Diabetology & Metabolic Syndrome","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ain Shams University","keywords":"Medicine; Peripheral neuropathy; Diabetes mellitus; Peripheral; Randomized controlled trial; Diabetic neuropathy; Internal medicine; Outcome (game theory); Cysteine; Bioinformatics; Gastroenterology; Endocrinology; Enzyme","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":[0.003561319,0.00124133,0.004927313,0.0005148957,0.000715029,0.001097368,0.0009928331,0.001941141,0.004796762],"category_scores_gemma":[0.002632654,0.0006416665,0.002755706,0.0008230464,0.001371967,0.0009713456,0.0004920615,0.002016203,0.0004354545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007333544,"about_ca_system_score_gemma":0.001661188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008983591,"about_ca_topic_score_gemma":0.001834757,"domain_scores_codex":[0.9981559,0.0009887954,0.0002230116,0.0003182701,0.000165941,0.0001480665],"domain_scores_gemma":[0.9972917,0.0006953296,0.0007324091,0.0002592173,0.0003308362,0.0006903542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9839724,0.007633046,0.000847517,0.0006794457,0.001266574,0.00001830949,0.00001538976,0.0000545467,0.000714339,0.00002058395,0.0001165333,0.004661228],"study_design_scores_gemma":[0.8917019,0.1029954,0.003173078,0.00005850316,0.00141601,0.00002052448,0.00001788411,0.0001424962,0.0001645874,0.00004325992,0.0002536254,0.0000127789],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816674,0.01110031,0.0006680948,0.0003744203,0.0005871137,0.004166205,0.0005452181,0.00005759048,0.0008336217],"genre_scores_gemma":[0.9845591,0.005307611,0.001655957,0.0007772708,0.0007017538,0.005272734,0.000653306,0.00001076158,0.001061654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004927313,"threshold_uncertainty_score":0.01883429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008923078876667871,"score_gpt":0.3001898464413373,"score_spread":0.2912667675646694,"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."}}