{"id":"W2137348858","doi":"10.1186/1757-1146-1-9","title":"Threshold for detection of diabetic peripheral sensory neuropathy using a range of research grade monofilaments in persons with Type 2 diabetes mellitus","year":2008,"lang":"en","type":"article","venue":"Journal of Foot and Ankle Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"University of Southampton","keywords":"Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Body mass index; Population; Anthropometry; Type 2 diabetes; Internal medicine; Peripheral neuropathy; Population study; Sensory threshold; Endocrinology; Psychology","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":[0.002218883,0.0001021884,0.0004097772,0.0008834779,0.0001132776,0.00001754715,0.0001068468,0.00005671556,0.00001171795],"category_scores_gemma":[0.0001447153,0.00007699037,0.00007905913,0.0006863442,0.0004064842,0.0001151586,0.00006250929,0.0004638468,2.308472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139392,"about_ca_system_score_gemma":0.0002014755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000426657,"about_ca_topic_score_gemma":0.00001203786,"domain_scores_codex":[0.9977954,0.000208599,0.0003896715,0.0001644198,0.001008907,0.0004329817],"domain_scores_gemma":[0.9985546,0.0002499715,0.0001313373,0.0001519002,0.0007795251,0.0001327015],"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":[0.003126676,0.001394529,0.4659356,0.00172481,0.0003295887,0.0002173916,0.002467232,0.00006194387,0.5146015,0.00007375446,0.0002533767,0.009813633],"study_design_scores_gemma":[0.02089518,0.04195945,0.6371925,0.00360766,0.0003811757,0.0002268494,0.009059307,0.01693153,0.2667938,0.000940912,0.001522162,0.0004895498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963172,0.002525744,0.00003457438,0.0002240195,0.00006405811,0.0005712266,0.000002625814,0.0000028959,0.0002576401],"genre_scores_gemma":[0.998122,0.0009438564,0.0005955224,0.000008117091,0.0001060397,0.000009369071,7.436979e-7,0.00002053065,0.0001938006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2478077,"threshold_uncertainty_score":0.3139576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14085749170364,"score_gpt":0.3915312762935106,"score_spread":0.2506737845898706,"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."}}