{"id":"W2551615527","doi":"10.1227/neu.0000000000001448","title":"Decompressive Surgery for Diabetic Neuropathy","year":2016,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Diabetic neuropathy; Surgery; Diabetes mellitus","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"],"consensus_categories":[],"category_scores_codex":[0.0003372679,0.0007819124,0.003897442,0.0005152436,0.00009851849,0.00004903779,0.0002237079,0.0003933541,0.0001981172],"category_scores_gemma":[0.002231844,0.0005514151,0.003047232,0.0003854707,0.0001400117,0.00009823318,0.00009640012,0.000417301,0.0003112397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008302393,"about_ca_system_score_gemma":0.0007124612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000155499,"about_ca_topic_score_gemma":2.724979e-7,"domain_scores_codex":[0.9963175,0.0003056097,0.001183832,0.0009907876,0.0003615811,0.0008406789],"domain_scores_gemma":[0.9930019,0.004870501,0.0006408482,0.0009847777,0.0001466807,0.0003552572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004017612,0.0001125194,0.0001494773,0.01951462,0.0001062287,0.0003391071,0.000002676836,7.068395e-8,0.00001052751,0.00000741374,0.0562626,0.9234546],"study_design_scores_gemma":[0.000260836,0.0000648822,0.0001135996,0.01732063,0.0006698462,0.000267408,6.419392e-7,0.00000299897,0.000004686342,0.00001960073,0.98078,0.0004948481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001554081,0.9939927,0.0000606409,0.0002088402,0.003024572,0.001679206,0.0002504172,0.0002323994,0.0003958174],"genre_scores_gemma":[0.00003023872,0.9946599,0.00003281535,0.001223537,0.0008282771,0.0008858574,0.000235623,0.0003552009,0.001748546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9245174,"threshold_uncertainty_score":0.9996938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07058266674896134,"score_gpt":0.348923973318071,"score_spread":0.2783413065691097,"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."}}