{"id":"W1839836828","doi":"10.1016/j.ultrasmedbio.2015.06.011","title":"Peripheral Nerve Ultrasound in Small Fiber Polyneuropathy","year":2015,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Sural nerve; Medicine; Polyneuropathy; Nerve fiber; Echogenicity; Body mass index; Ultrasound; Carpal tunnel syndrome; Nerve conduction study; Skin biopsy; Peripheral neuropathy; Nerve conduction; Peripheral; Perineurium; Biopsy; Anatomy; Peripheral nerve; Internal medicine; Surgery; Radiology; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007376981,0.0003760413,0.0008456668,0.0003228469,0.00003775498,0.000008289308,0.0002495378,0.0005040486,0.001152534],"category_scores_gemma":[0.004350089,0.0002553875,0.0001031617,0.0007202742,0.0008142901,0.00005182212,0.0000453302,0.001348696,0.0001606008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159625,"about_ca_system_score_gemma":0.0001304443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953171,"about_ca_topic_score_gemma":0.000275636,"domain_scores_codex":[0.9971698,0.0004467122,0.0007562281,0.0006888962,0.0001795224,0.00075885],"domain_scores_gemma":[0.9977487,0.00123806,0.0001159889,0.0004190548,0.00008104446,0.0003971394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002424521,0.001539866,0.8476966,0.0000981956,0.0001094248,0.001998133,0.004095925,0.0001918086,0.1078228,0.00165445,0.01232985,0.0200384],"study_design_scores_gemma":[0.03481028,0.01605441,0.6447299,0.0004905596,0.0002468406,0.004735155,0.002860279,0.0002647435,0.0006498019,0.01990688,0.2737977,0.001453418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609978,0.002798212,0.00003546865,0.005613434,0.0006922596,0.0004797813,0.00000623786,0.0001037731,0.02927309],"genre_scores_gemma":[0.9889292,0.001176955,0.0002764649,0.007447276,0.0003543046,0.00003047204,0.0001338842,0.00004158854,0.001609821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614679,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117158424672929,"score_gpt":0.2974182406790467,"score_spread":0.2562466564323174,"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."}}