{"id":"W4324020379","doi":"10.1177/21925682231164346","title":"Predictors of Outcome After Surgical Decompression for mild degenerative Cervical Myelopathy -A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neck pain; Myelopathy; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Magnetic resonance imaging; Surgery; Evidence-based medicine; Orthopedic surgery; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001592784,0.0007775528,0.007518242,0.0001778983,0.0001108999,0.00004165237,0.0004507244,0.0005404378,0.0003563704],"category_scores_gemma":[0.000929712,0.0004440818,0.002861525,0.0008842587,0.00008365775,0.00007393004,0.0002570673,0.0008729279,0.0001421111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456772,"about_ca_system_score_gemma":0.0004541694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004274872,"about_ca_topic_score_gemma":0.000004684376,"domain_scores_codex":[0.9932977,0.0005250419,0.003982657,0.0005363168,0.001035306,0.0006229645],"domain_scores_gemma":[0.9963712,0.0001323662,0.001658547,0.000552486,0.0005185843,0.0007668441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000712648,0.0001480951,0.0001280703,0.9391548,0.0006435966,0.0005160976,0.000007172512,1.770747e-7,3.979883e-8,0.00005135128,0.0009579626,0.05832139],"study_design_scores_gemma":[0.0008411739,0.000400837,0.000202741,0.7474742,0.01317347,0.004582174,0.000006144423,0.00001101497,3.48058e-7,0.00004817424,0.2328732,0.000386518],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002561545,0.9932274,0.0004330633,0.0003007187,0.001080643,0.004229686,0.0004429875,0.00006906315,0.000190789],"genre_scores_gemma":[0.00001374192,0.9958978,0.0009599286,0.000267254,0.001506462,0.0005022301,0.0002000424,0.00007782878,0.0005747023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2319153,"threshold_uncertainty_score":0.9998011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06508573507262415,"score_gpt":0.4037211930561552,"score_spread":0.3386354579835311,"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."}}