{"id":"W6999298721","doi":"","title":"Central Nervous System Changes in Asymptomatic Spinal Cord Compression and Surgical Outcome Prediction","year":2025,"lang":"en","type":"other","venue":"","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myelopathy; Spinal cord; Asymptomatic; Diffusion MRI; Sagittal plane; Central nervous system; Functional imaging; Fractional anisotropy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880705,0.0002190904,0.0001912851,0.0006195735,0.0002167157,0.0003700407,0.0001418449,0.000334742,0.001083381],"category_scores_gemma":[0.001210809,0.00006379543,0.0001416196,0.0003131068,0.0002787625,0.00021629,0.0002220333,0.0002021408,0.000111861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116301,"about_ca_system_score_gemma":0.0001935905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112931,"about_ca_topic_score_gemma":0.004024148,"domain_scores_codex":[0.9999118,0.00001611545,0.00001023897,0.0000260651,0.00001909745,0.00001669596],"domain_scores_gemma":[0.9996307,0.00009805707,0.000163427,0.0000171451,0.00003950285,0.00005121218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000297066,0.00005305562,0.9891172,0.00002572153,0.00003413912,0.0003790776,0.0001757553,0.0002158885,0.002882218,0.00005293695,0.00007674324,0.006690091],"study_design_scores_gemma":[0.000003523245,0.0001144714,0.9989082,0.000004864156,0.00001035025,0.0003165351,0.00009539731,0.0002483136,0.0002102993,0.00004241522,0.00004353493,0.000002081103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995707,0.00007257848,0.00005005095,0.0000140996,0.000001422475,0.000003919452,0.00004880254,0.000001070817,0.0002373481],"genre_scores_gemma":[0.9996918,0.00005819172,0.00007643281,0.000004349811,0.00000327826,0.000004397007,0.0001006545,3.955997e-7,0.00006045837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112931,"threshold_uncertainty_score":0.004201233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945761466570182,"score_gpt":0.3046008372363566,"score_spread":0.2851432225706547,"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."}}