{"id":"W2059278703","doi":"10.1002/dmrr.1222","title":"Small fibre neuropathy: role in the diagnosis of diabetic sensorimotor polyneuropathy","year":2011,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sudomotor; Medicine; Diabetic neuropathy; Diabetes mellitus; Nerve fibre; Polyneuropathy; Peripheral neuropathy; Nerve fiber; Sensory system; Sensory nerve; Pathology; Neuroscience; Internal medicine; Anatomy; Endocrinology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005429561,0.0005450623,0.0009267887,0.002514959,0.0004147303,0.001141081,0.000957003,0.001184751,0.002076099],"category_scores_gemma":[0.01118894,0.0001670835,0.0002041767,0.0009471046,0.001097835,0.00191251,0.0005731698,0.001226379,0.0008932264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707373,"about_ca_system_score_gemma":0.0005693986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600312,"about_ca_topic_score_gemma":0.002588251,"domain_scores_codex":[0.9984491,0.0007554152,0.0002000497,0.0001264924,0.000383604,0.00008527286],"domain_scores_gemma":[0.9937849,0.003436513,0.0007497837,0.000176632,0.001339842,0.0005122232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001904634,0.0002940414,0.3461561,0.001935938,0.00009289391,0.008808369,0.0006396374,0.000916642,0.02407086,0.002626649,0.00716763,0.6053867],"study_design_scores_gemma":[0.000213196,0.004499674,0.6938029,0.005449705,0.000600865,0.1582618,0.003434357,0.01604548,0.01709924,0.01647351,0.08381155,0.0003076948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3862177,0.50489,0.0390506,0.02383288,0.002802206,0.0003354366,0.0004537375,0.0003956014,0.04202186],"genre_scores_gemma":[0.9085184,0.059798,0.0250787,0.001722652,0.001882715,0.00005452042,0.0001081166,0.00002611203,0.002810704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005429561,"threshold_uncertainty_score":0.02871466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335387835887132,"score_gpt":0.3247873792184512,"score_spread":0.191248595629738,"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."}}