{"id":"W2011766431","doi":"10.1016/j.clinph.2013.09.037","title":"Length dependent loss of motor axons and altered motor unit properties in human diabetic polyneuropathy","year":2013,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Motor unit; Diabetes mellitus; Electromyography; Polyneuropathy; Internal medicine; Medicine; Diabetic neuropathy; Pathophysiology; Dorsum; Motor unit recruitment; Tibialis anterior muscle; Cardiology; Endocrinology; Physical medicine and rehabilitation; Anatomy; Skeletal muscle","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005530946,0.000157652,0.0003940184,0.0001198528,0.00004271269,0.000009421418,0.0001442602,0.0000789714,0.00002839165],"category_scores_gemma":[0.0001425136,0.0001336474,0.00007680918,0.0001202769,0.0002811808,0.00007360974,0.00008151193,0.0003016329,0.000006487076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004830929,"about_ca_system_score_gemma":0.000006092072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003422235,"about_ca_topic_score_gemma":0.000004736541,"domain_scores_codex":[0.9987247,0.0001786175,0.0005147728,0.0002507592,0.00006675317,0.0002643838],"domain_scores_gemma":[0.9993776,0.0002172335,0.00005861573,0.0002281066,0.00004299826,0.00007543986],"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":[0.00003116188,0.000187696,0.02321081,0.00009831796,0.00004884439,0.000005412813,0.00005841897,0.00007077672,0.969205,0.00007961062,0.00006753558,0.006936468],"study_design_scores_gemma":[0.0004954198,0.0007066068,0.9944257,0.00001752599,0.000009287472,0.000001517919,0.00001929373,0.001185351,0.002689466,0.0002092881,0.0001033487,0.0001371513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990217,0.0001107159,0.000006811097,0.00008623931,0.0002406125,0.0003343576,0.000004280213,0.00007603802,0.000119209],"genre_scores_gemma":[0.9992088,0.0003478575,0.00002304456,0.0001832618,0.00008861296,0.00008637166,0.000001763433,0.00002587104,0.00003439219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.971215,"threshold_uncertainty_score":0.5449982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672718205328253,"score_gpt":0.2646814528141551,"score_spread":0.2279542707608726,"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."}}