{"id":"W2407238194","doi":"10.1227/neu.0000000000000951","title":"Degenerative Cervical Myelopathy","year":2015,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Myelopathy; Cervical spondylosis; Degenerative disease; Spinal cord; Degenerative Disorder; Arthropathy; Asymptomatic; Surgery; Radiology; Osteoarthritis; Disease; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004885164,0.000661095,0.003397657,0.0002992166,0.00007045587,0.00004735438,0.0001940328,0.0005553056,0.0005838044],"category_scores_gemma":[0.0003761502,0.0004679828,0.001076466,0.000759259,0.00009958186,0.00005820553,0.0002067009,0.001030266,0.001941934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138303,"about_ca_system_score_gemma":0.001101935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000041647,"about_ca_topic_score_gemma":8.357035e-7,"domain_scores_codex":[0.9967052,0.000351504,0.0009617414,0.000799104,0.0006523565,0.0005300419],"domain_scores_gemma":[0.9977574,0.0002705825,0.0002927262,0.0007424001,0.0002059049,0.0007309505],"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":[0.00002920329,0.0001321372,0.00002507848,0.0092586,0.00005748886,0.001220075,0.00001633945,7.249351e-8,3.993815e-7,0.00007008609,0.01030044,0.9788901],"study_design_scores_gemma":[0.0001580949,0.0001118319,0.0000331438,0.003782463,0.0009296123,0.001256618,0.000002880498,0.000006357645,0.000001954497,0.00003979321,0.9932753,0.0004018793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000162066,0.9872378,0.00001468812,0.0002045257,0.001504352,0.0007164629,0.00007356462,0.0002070067,0.01002544],"genre_scores_gemma":[0.000007151843,0.9923934,0.0001122749,0.001105746,0.001647259,0.0001379075,0.0003688388,0.0001468675,0.004080565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9829749,"threshold_uncertainty_score":0.9997772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128160282089256,"score_gpt":0.3819423757875251,"score_spread":0.2537820936982691,"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."}}