{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489539,0.0001960336,0.0003751973,0.0001557184,0.00008395284,0.00002538165,0.0001963288,0.00007674812,0.0002955135],"category_scores_gemma":[0.00003444615,0.0001608799,0.00006864987,0.0004349134,0.0001190318,0.0001037407,0.0002613929,0.0001833363,0.00009036936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003700555,"about_ca_system_score_gemma":0.00003405358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007423602,"about_ca_topic_score_gemma":0.00002938611,"domain_scores_codex":[0.9983076,0.0001209029,0.0004112927,0.0003862024,0.0005197183,0.000254314],"domain_scores_gemma":[0.9991456,0.00003037269,0.0001145866,0.0002843734,0.0001816221,0.0002434119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02285882,0.0004437956,0.1051611,0.001022627,0.0002655913,0.0006376207,0.00009510513,0.000003221703,0.0009627327,0.003563181,0.0003845264,0.8646017],"study_design_scores_gemma":[0.000987918,0.00488472,0.9892609,0.0005525374,0.00007206247,0.00006154192,0.0002009929,0.001590663,0.0005372863,0.0004576969,0.00122025,0.0001734372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952987,0.0002126892,0.0004029486,0.000805904,0.000414008,0.000328048,0.00004088499,0.00009362908,0.002403233],"genre_scores_gemma":[0.9965346,0.0002519448,0.001897374,0.0002340717,0.0001740647,0.00002636033,0.0002226,0.00002064593,0.0006383368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8840998,"threshold_uncertainty_score":0.6560491,"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."}}