{"id":"W3147468613","doi":"10.1093/neuros/nyx193","title":"In Reply: Decompressive Surgery for Diabetic Neuropathy: Waiting for Incontrovertible Proof","year":2017,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Aldose reductase; Diabetic neuropathy; Surgery; Diabetes mellitus; Observational study; Perioperative; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006723394,0.001380473,0.002858061,0.002138584,0.001776219,0.004162873,0.004175941,0.02083404,0.007594716],"category_scores_gemma":[0.06504906,0.00110376,0.001777771,0.001415631,0.003159618,0.008371771,0.001852736,0.03126613,0.006359206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200154,"about_ca_system_score_gemma":0.004042089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608518,"about_ca_topic_score_gemma":0.002135128,"domain_scores_codex":[0.9956792,0.001270287,0.0009478676,0.0005717009,0.001144418,0.0003864925],"domain_scores_gemma":[0.9547363,0.02211373,0.003881262,0.001000942,0.01507026,0.003197563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004691678,0.00001151282,0.0001212412,0.0004285562,0.0000334198,0.0003845778,0.00004193134,0.00002725835,0.00005544589,0.0004751146,0.9915485,0.006825498],"study_design_scores_gemma":[0.0001220492,0.00005531545,0.0005599768,0.001333949,0.00008699545,0.002532547,0.0002248115,0.0001632474,0.0002282486,0.002574579,0.9920358,0.00008244918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001619834,0.0138847,0.0002240929,0.728118,0.2570041,0.00001934612,0.0001115633,0.00007316141,0.0004030044],"genre_scores_gemma":[0.001481451,0.01162535,0.0003510783,0.6693153,0.3148564,0.0000451065,0.00006241143,0.00005448494,0.002208371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02083404,"threshold_uncertainty_score":0.03555709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208334483620189,"score_gpt":0.2963139686331697,"score_spread":0.2542306237969678,"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."}}