{"id":"W4410240200","doi":"10.1111/jns.70021","title":"Clinical and Electrophysiological Characterization of Diabetic Neuropathy in a Sub‐Saharan African Cohort","year":2025,"lang":"en","type":"article","venue":"Journal of the Peripheral Nervous System","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Centre for Phenogenomics; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Prediabetes; Diabetes mellitus; Diabetic neuropathy; Mononeuropathy; Internal medicine; Peripheral neuropathy; Type 2 diabetes; Nerve fiber; Polyneuropathy; Complication; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004816929,0.0001008954,0.0005522037,0.0000707187,0.00003634464,0.000009725943,0.000100409,0.00007042023,0.000003648859],"category_scores_gemma":[0.00007913361,0.0000557294,0.0001660343,0.0001986159,0.00005773467,0.00003379859,0.00003448821,0.000223346,4.895266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007947031,"about_ca_system_score_gemma":0.00007960138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044327,"about_ca_topic_score_gemma":0.000001802394,"domain_scores_codex":[0.9985603,0.0003657566,0.0006567736,0.0001170282,0.0001670226,0.0001330907],"domain_scores_gemma":[0.9993177,0.00004433435,0.0003354578,0.0001524369,0.00009038768,0.00005966713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00076327,0.0003415081,0.434254,0.0002074681,0.0001704681,0.0001211843,0.00006023216,0.000008133321,0.5599062,0.000165552,0.00002369861,0.003978324],"study_design_scores_gemma":[0.001324964,0.0009010152,0.9935887,0.0005547223,0.0001447866,0.000147108,0.00003234491,0.0007560512,0.002385582,0.00004461252,0.00007780638,0.00004234117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985268,0.0002419789,0.0001493824,0.0003728097,0.000304595,0.0002879318,0.0000028619,0.000006155543,0.0001075485],"genre_scores_gemma":[0.999391,0.0001776478,0.00007704895,0.0001601346,0.00008470934,0.000005016086,0.000001111571,0.000007367825,0.00009592823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5593347,"threshold_uncertainty_score":0.2272579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009178189502274598,"score_gpt":0.2563245373477909,"score_spread":0.2471463478455163,"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."}}