{"id":"W3028834766","doi":"10.3321/j.issn:1006-7876.2008.10.003","title":"Diagnostic significance of sensory nerve action potential amplitude in early-stage diabetic neuropathy","year":2008,"lang":"en","type":"article","venue":"Chin J Neurol","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Subgroup analysis; Nerve conduction velocity; Peripheral neuropathy; Snap; Internal medicine; Sural nerve; Diabetic neuropathy; Gastroenterology; Diabetes mellitus; Anesthesia; Surgery; Endocrinology","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":[0.00008634167,0.0001641975,0.0002926463,0.0001208915,0.00005349233,0.0000058636,0.00007052637,0.00006146826,0.00003275733],"category_scores_gemma":[0.0002593103,0.000149373,0.00009539851,0.0001673189,0.00006239083,0.00006551541,0.00002659019,0.0002393808,0.00003620391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553445,"about_ca_system_score_gemma":0.00004076808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472031,"about_ca_topic_score_gemma":0.000005201513,"domain_scores_codex":[0.9987784,0.0001411114,0.0002659189,0.0003130812,0.0002553047,0.0002461873],"domain_scores_gemma":[0.9992579,0.0001913092,0.0001015689,0.0003072487,0.00003078255,0.0001111654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857704,0.00138621,0.6104552,0.0002102718,0.00004935368,0.01079231,0.0006225581,0.0007712675,0.3733453,0.00007896349,0.00004610142,0.001856665],"study_design_scores_gemma":[0.001774845,0.000588841,0.9666396,0.00003988372,0.00004822549,0.000106617,0.00001297453,0.0006715104,0.02987785,0.00007358467,0.00006030387,0.0001058121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985301,0.00008787445,0.0003220927,0.0001001388,0.0002620283,0.0005115193,0.00001695773,0.00004674844,0.0001225013],"genre_scores_gemma":[0.9989337,0.0001355211,0.0001174599,0.0002175384,0.00008197576,0.00003645098,0.00001011275,0.00003225156,0.0004349469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561843,"threshold_uncertainty_score":0.6091254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894943069029427,"score_gpt":0.2636635060490448,"score_spread":0.2347140753587505,"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."}}