{"id":"W2487185146","doi":"10.1002/mus.25274","title":"Association between glycemic variability and peripheral nerve dysfunction in type 1 diabetes","year":2016,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Sustainable Development Technology Canada","keywords":"Glycemic; Medicine; Internal medicine; Diabetes mellitus; Peripheral neuropathy; Diabetic neuropathy; Peripheral; Endocrinology; Pathogenesis; Motor nerve; Type 1 diabetes; Sensory nerve; Peripheral nervous system; Sensory system; Neuroscience; Anatomy; Central nervous system; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004727075,0.0001095568,0.0002178857,0.00004434416,0.00003990382,0.00001247189,0.00002792507,0.0001272499,0.0001742593],"category_scores_gemma":[0.0002955832,0.00007571042,0.00004068959,0.0001161689,0.00001380798,0.0001101908,0.00002539131,0.00008254888,0.00002194608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160092,"about_ca_system_score_gemma":0.00003033305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143934,"about_ca_topic_score_gemma":0.00002097124,"domain_scores_codex":[0.9990868,0.0001096887,0.0001742741,0.0002455159,0.0001535328,0.0002301938],"domain_scores_gemma":[0.9994487,0.0001787793,0.00006956479,0.0001629644,0.00005919635,0.00008079162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006894252,0.00007184207,0.9523663,0.00002020856,0.00006670895,0.000006048342,0.00007240268,3.481476e-7,0.01119431,0.00005635063,0.0001012769,0.03597527],"study_design_scores_gemma":[0.002797984,0.0004370088,0.9933094,0.00007282305,0.00009946693,6.451588e-7,0.00001425633,0.00008107967,0.001060663,0.001370192,0.0006652882,0.0000911887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980333,0.00007077966,0.0001252186,0.0009360934,0.0001621144,0.0002100591,0.00001300933,0.00004433533,0.0004050857],"genre_scores_gemma":[0.9987521,0.00002167389,0.0002325284,0.00007889259,0.0001443623,0.0000181023,0.00002553254,0.00001360964,0.0007131862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04094312,"threshold_uncertainty_score":0.3087381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411562819703648,"score_gpt":0.2425247097650757,"score_spread":0.2284090815680392,"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."}}