{"id":"W2471641819","doi":"10.1097/brs.0000000000001777","title":"Impact of Depression and Bipolar Disorders on Functional and Quality of Life Outcomes in Patients Undergoing Surgery for Degenerative Cervical Myelopathy","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Depression (economics); Myelopathy; Quality of life (healthcare); Prospective cohort study; Bipolar disorder; Orthopedic surgery; Comorbidity; Internal medicine; Major depressive disorder; Surgery; Physical therapy; Psychiatry; Lithium (medication); Spinal cord","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":[0.002100411,0.0003438206,0.0005930145,0.001040879,0.0004690022,0.0008471019,0.0004733559,0.0004414397,0.001259265],"category_scores_gemma":[0.004143791,0.0003615297,0.001283523,0.001549817,0.0002505252,0.0004177755,0.0009996826,0.0006259457,0.0001889201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770505,"about_ca_system_score_gemma":0.000649393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006366812,"about_ca_topic_score_gemma":0.01265912,"domain_scores_codex":[0.9978566,0.0008896376,0.0003008255,0.0004145111,0.0003080419,0.0002303379],"domain_scores_gemma":[0.9961798,0.0007362136,0.001972354,0.000311453,0.0003979186,0.0004021921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824043,0.00003190106,0.9987218,0.00002025635,0.0002494297,0.00001503837,0.00001602076,0.00003194798,0.00003158038,0.000003547078,0.0001083116,0.0004877642],"study_design_scores_gemma":[0.00004005514,0.0001182613,0.9993319,0.000009727673,0.0001006917,0.00006120864,0.00007314851,0.0001750807,0.00001486434,0.000005971127,0.00006554215,0.000003598865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963685,0.0003418203,0.00009008797,0.00003803065,0.000007289457,0.00005613548,0.002904885,0.000002380275,0.0001908556],"genre_scores_gemma":[0.9954584,0.0001508334,0.0001547166,0.00003666213,0.00001339582,0.0001045551,0.004010964,0.000001472504,0.00006908534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006366812,"threshold_uncertainty_score":0.01265955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330034200182673,"score_gpt":0.3131095429637231,"score_spread":0.2801061229454558,"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."}}