{"id":"W4390058799","doi":"10.1038/s41393-023-00945-8","title":"Management of mild degenerative cervical myelopathy and asymptomatic spinal cord compression: an international survey","year":2023,"lang":"en","type":"article","venue":"Spinal Cord","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of Toronto","funders":"AOSpine; National Institute for Health and Care Research","keywords":"Medicine; Myelopathy; Asymptomatic; Spinal cord compression; Physical therapy; Clinical Practice; Cross-sectional study; Spinal cord; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00264454,0.000260146,0.0003144421,0.001645621,0.0003855048,0.0006280632,0.0004102568,0.0008757339,0.002067495],"category_scores_gemma":[0.005616384,0.0003972559,0.0004690983,0.002218929,0.0004781316,0.001377452,0.0009518103,0.0006432376,0.0005541547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904079,"about_ca_system_score_gemma":0.0005588782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006839873,"about_ca_topic_score_gemma":0.006646283,"domain_scores_codex":[0.9977768,0.0008019765,0.0005277886,0.0002895733,0.0003560379,0.0002478635],"domain_scores_gemma":[0.9939499,0.001112844,0.003514571,0.0002290373,0.0006350192,0.0005586077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312474,0.00008622411,0.9979202,0.00005308558,0.00002593511,0.00004237792,0.0004351886,0.00002701752,0.00006832744,0.000009631262,0.000217813,0.001083028],"study_design_scores_gemma":[0.000006857604,0.0002009481,0.9981568,0.0000256166,0.00001181705,0.0001794256,0.001028592,0.00008396204,0.0000244792,0.000006891058,0.0002694666,0.00000506737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996467,0.0002131144,0.0001665829,0.0001857842,0.000005491612,0.0001417843,0.001815804,0.000006787149,0.0009977238],"genre_scores_gemma":[0.9977738,0.00026932,0.0002826245,0.0002768725,0.00001048134,0.0001468432,0.001080715,0.000002595905,0.0001568261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006839873,"threshold_uncertainty_score":0.01398581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09062418191860883,"score_gpt":0.3882020919067553,"score_spread":0.2975779099881465,"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."}}