{"id":"W2100278718","doi":"10.1111/ene.12836","title":"Relationship between ultrasonographic nerve morphology and severity of diabetic sensorimotor polyneuropathy","year":2015,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Medicine; Sural nerve; Ultrasound; Area under the curve; Tibial nerve; Receiver operating characteristic; Polyneuropathy; Cubital tunnel; Ulnar nerve; Surgery; Radiology; Internal medicine; Stimulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004280674,0.0003063129,0.0002434913,0.0008599579,0.0001823656,0.0003616026,0.0001969505,0.0003479823,0.002520882],"category_scores_gemma":[0.002431253,0.0001191412,0.0001397175,0.0004423888,0.0002592702,0.0002470693,0.0002889241,0.0002827999,0.0001894947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689444,"about_ca_system_score_gemma":0.0001130027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009700477,"about_ca_topic_score_gemma":0.001437035,"domain_scores_codex":[0.9997672,0.00005773244,0.0000470244,0.00004954245,0.00005121976,0.00002715046],"domain_scores_gemma":[0.9980261,0.0004631862,0.0009371638,0.00005511254,0.0002327625,0.0002856989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287151,0.00001323451,0.9979196,0.000008935115,0.00002253689,0.00008400455,0.0000202822,0.00002252833,0.0005134877,0.000004102628,0.00001742642,0.001245262],"study_design_scores_gemma":[0.000004620824,0.0001069829,0.9986338,0.0000029804,0.00001289967,0.0009619087,0.00005088001,0.00009835413,0.000083222,0.00000937291,0.00003352959,0.000001464842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993365,0.0002584594,0.00007093922,0.00001584062,0.000002340841,0.000003944943,0.00007747944,0.00000277,0.0002316162],"genre_scores_gemma":[0.9996098,0.00006902836,0.00010982,0.00001107036,0.000005976201,0.000003340291,0.0001155188,6.502412e-7,0.00007478744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520882,"threshold_uncertainty_score":0.008433223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938071311661706,"score_gpt":0.2720949588063178,"score_spread":0.2227142456897007,"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."}}