{"id":"W2622625947","doi":"10.1093/neuros/nyx052","title":"Systemic Inflammatory and Th17 Immune Activation among Patients Treated for Lumbar Radiculopathy Exceeds that of Patients Treated for Persistent Postoperative Neuropathic Pain","year":2017,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Neuropathic pain; Lumbar; Anesthesia; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005327708,0.0002897352,0.0006658513,0.0002035394,0.0002945486,0.0000451537,0.000126926,0.0001733177,0.00000712329],"category_scores_gemma":[0.002015304,0.0002402668,0.0003693391,0.00005825768,0.0001956821,0.0003436456,0.00006115315,0.000137605,0.000001402516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814335,"about_ca_system_score_gemma":0.00003596827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000476971,"about_ca_topic_score_gemma":0.000002782131,"domain_scores_codex":[0.9981818,0.0002881789,0.0005741577,0.0004415119,0.0002019667,0.0003124212],"domain_scores_gemma":[0.9982023,0.0001130472,0.0006401947,0.0004716411,0.0004535434,0.0001192723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004413376,0.0003124604,0.9328288,0.0004151539,0.00007657015,0.00001099775,0.0003162727,0.000001216794,0.06127051,0.000006597773,0.0004597433,0.003860286],"study_design_scores_gemma":[0.003743303,0.002466346,0.9797713,0.0004769579,0.0001727166,0.000008055084,0.00007692607,0.001217506,0.01182199,0.000002070062,0.00005163419,0.0001911838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997161,0.00007651815,0.00006290175,0.0001094637,0.0003547849,0.002001111,0.0001158198,0.0000463187,0.00007205093],"genre_scores_gemma":[0.9986399,0.00005146602,0.00001218603,0.0002871103,0.00004768913,0.000260711,0.0003860296,0.00005825294,0.0002565924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04944851,"threshold_uncertainty_score":0.9797794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375050381472239,"score_gpt":0.2475838337500217,"score_spread":0.2238333299352993,"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."}}