{"id":"W4361005736","doi":"10.3390/brainsci13040558","title":"Improving Effects of Peripheral Nerve Decompression Microsurgery of Lower Limbs in Patients with Diabetic Peripheral Neuropathy","year":2023,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Microsurgery; Nerve conduction velocity; Decompression; Peripheral; Anesthesia; Adhesion; Microvascular decompression; Nerve conduction study; Peripheral neuropathy; Nerve conduction; Diabetes mellitus; Internal medicine","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":[0.0001355638,0.0002134137,0.000273964,0.000159524,0.0001432782,0.00009118471,0.00009258079,0.0001186869,0.0007934761],"category_scores_gemma":[0.0002647583,0.00003750045,0.0002111581,0.0001294031,0.00007505307,0.0001099473,0.00009712078,0.0001652692,0.0000509757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072674,"about_ca_system_score_gemma":0.000137095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991975,"about_ca_topic_score_gemma":0.0009320972,"domain_scores_codex":[0.9999501,0.00001206454,0.000005977191,0.000007576009,0.00001140305,0.00001288278],"domain_scores_gemma":[0.9999298,0.00001381825,0.00002229638,0.000002395467,0.000008922897,0.00002279941],"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":[0.02070077,0.005604733,0.439334,0.002151908,0.0005592172,0.005146175,0.0005454972,0.0009347486,0.0648484,0.0001512698,0.001429495,0.4585938],"study_design_scores_gemma":[0.001980657,0.0420402,0.9373831,0.0002076167,0.0008368294,0.006105161,0.0004821211,0.001641777,0.006619421,0.0001694722,0.002507945,0.00002572211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973089,0.00208488,0.0001278398,0.0000338941,0.00001157449,0.0000193183,0.00001645215,0.000005126793,0.0003920866],"genre_scores_gemma":[0.9987221,0.000833998,0.0002319331,0.00004099044,0.00001445609,0.00001366841,0.00003378296,3.667266e-7,0.0001087373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007934761,"threshold_uncertainty_score":0.002654493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007606157383779558,"score_gpt":0.2471778345094313,"score_spread":0.2395716771256517,"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."}}