{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004485746,0.0001808732,0.0004196157,0.0002712971,0.00007440428,0.00002192936,0.0002203221,0.00005991941,0.00003451823],"category_scores_gemma":[0.0005509069,0.0001304319,0.0001028806,0.001363302,0.0005764607,0.0002150711,0.00009953435,0.0001254927,0.000002315852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003435605,"about_ca_system_score_gemma":0.0001506643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519885,"about_ca_topic_score_gemma":0.00003459492,"domain_scores_codex":[0.998094,0.0001276439,0.0003768844,0.0004050659,0.0005708227,0.0004255983],"domain_scores_gemma":[0.9990834,0.0002924036,0.0001916982,0.0002377111,0.00009905423,0.00009571583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003074072,0.0005536796,0.8664636,0.0003412282,0.000009141073,0.00003943731,0.0005700828,0.0002456392,0.1242373,0.00000570177,0.0002118238,0.007014986],"study_design_scores_gemma":[0.002029682,0.002877945,0.9849933,0.0004819419,0.00001140229,0.000001983798,0.0001778224,0.001925837,0.007300247,0.00001412001,0.00003009881,0.0001556357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987028,0.0001476735,0.00001625622,0.000246092,0.0002990921,0.0004225111,0.00000437618,0.00004245025,0.0001187282],"genre_scores_gemma":[0.9991943,0.000005990917,0.0003648755,0.0002460476,0.00002068543,0.00001800825,0.000008160041,0.0000206464,0.0001213409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185297,"threshold_uncertainty_score":0.5318858,"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."}}