{"id":"W2752605532","doi":"10.1177/2192568217703083","title":"Nonoperative Versus Operative Management for the Treatment Degenerative Cervical Myelopathy: An Updated Systematic Review","year":2017,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Myelopathy; Hazard ratio; Surgery; Retrospective cohort study; Confidence interval; Intramedullary rod; Magnetic resonance imaging; Cohort; Spinal cord; Radiology; Internal medicine","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":[0.001043614,0.00102912,0.004951423,0.00008246025,0.00109157,0.0003970866,0.0008274788,0.0002813959,0.000420493],"category_scores_gemma":[0.0001977777,0.0004725331,0.001535346,0.0003287743,0.0001336595,0.0001988822,0.0001500622,0.0005855762,0.0001841917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729458,"about_ca_system_score_gemma":0.0007570367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394826,"about_ca_topic_score_gemma":0.000048373,"domain_scores_codex":[0.9956167,0.0006579535,0.001741182,0.0007021957,0.0006473266,0.0006345921],"domain_scores_gemma":[0.9962779,0.00006331749,0.001227853,0.001180728,0.0006342262,0.000616015],"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":[0.0001573332,0.0003844393,2.616245e-7,0.2327832,0.004250484,0.000386073,0.00006306836,0.000001050532,3.410487e-8,0.0008780419,0.001074377,0.7600216],"study_design_scores_gemma":[0.00218816,0.002451539,0.000009728264,0.2299224,0.03006111,0.001407239,0.0001039531,0.00007177677,4.884574e-7,0.00001988278,0.7333143,0.0004493916],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001228036,0.9821966,0.001504523,0.001088586,0.001142525,0.01130995,0.000321099,0.00004138191,0.002394058],"genre_scores_gemma":[0.000003120773,0.9915353,0.002057198,0.0006209399,0.001416217,0.001556357,0.0007772252,0.00005930335,0.001974336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7595722,"threshold_uncertainty_score":0.9997726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184195353694269,"score_gpt":0.453148431634635,"score_spread":0.3347288962652081,"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."}}