{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283421,0.0008431918,0.0009512492,0.003500039,0.0003120257,0.0008539013,0.0006300588,0.0008077141,0.004995134],"category_scores_gemma":[0.001085239,0.0001484187,0.0009492632,0.002779718,0.0005229994,0.001112009,0.0005756439,0.001334761,0.001359317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126931,"about_ca_system_score_gemma":0.001123346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544943,"about_ca_topic_score_gemma":0.00288797,"domain_scores_codex":[0.9997326,0.00005232678,0.00005381653,0.00005698292,0.00008386289,0.00002035768],"domain_scores_gemma":[0.9995721,0.0001991393,0.0001157613,0.00001273302,0.00007468413,0.0000256561],"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":[0.0001005409,0.00004425894,0.0002689856,0.0496481,0.0001961234,0.0001727697,0.00005241233,0.0001098675,0.0005029027,0.00181065,0.03393738,0.913156],"study_design_scores_gemma":[0.0001715415,0.0002971081,0.005995307,0.07337602,0.001364985,0.01228938,0.00024087,0.0001796033,0.0008183476,0.005871752,0.8993464,0.00004870727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009556235,0.9988468,0.00004615174,0.0002260935,0.0002031374,0.000005438857,0.00001281284,0.000004102792,0.000559928],"genre_scores_gemma":[0.001320305,0.9976488,0.00009014551,0.0003825126,0.000234821,0.000006643354,0.0000353504,0.00000118589,0.0002803204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004995134,"threshold_uncertainty_score":0.0167104,"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."}}