{"id":"W4409125784","doi":"10.1227/neu.0000000000003428","title":"Spinal Cord Tract Integrity in Degenerative Cervical Myelopathy","year":2025,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Mila - Quebec Artificial Intelligence Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Medicine; Fractional anisotropy; Corticospinal tract; Spinal cord; Diffusion MRI; White matter; Myelopathy; Fasciculus; Cardiology; Internal medicine; Magnetic resonance imaging; Radiology","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":[0.0003417181,0.0004062484,0.0003438593,0.001157727,0.0005962555,0.0004145638,0.0002531298,0.0005058617,0.002491706],"category_scores_gemma":[0.001182577,0.0001378559,0.0001868342,0.0006839057,0.0005733086,0.0003346236,0.0004277921,0.0002413425,0.0002026051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697127,"about_ca_system_score_gemma":0.0003363796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004935669,"about_ca_topic_score_gemma":0.01105759,"domain_scores_codex":[0.9998509,0.00002030092,0.00002574484,0.00004409611,0.00003188457,0.00002706318],"domain_scores_gemma":[0.9993502,0.00007032915,0.0003440161,0.00003494142,0.0001113653,0.00008903343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001376876,0.00006499956,0.9380572,0.0003468179,0.00026726,0.002127847,0.0004661641,0.0006208178,0.03484497,0.00009417213,0.0003168796,0.02141583],"study_design_scores_gemma":[0.000008648628,0.000192711,0.9944876,0.00002525679,0.00005255596,0.003290954,0.00009165265,0.0001886362,0.001378034,0.00008255416,0.0001963797,0.00000517093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997851,0.0009327579,0.0001651885,0.00004216592,0.000002943447,0.00001505682,0.0001866803,0.000008629262,0.0007956066],"genre_scores_gemma":[0.999427,0.0001308363,0.0002183469,0.00001148339,0.000003463837,0.000005875357,0.0001163203,0.0000012383,0.00008558885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004935669,"threshold_uncertainty_score":0.009813905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867190354557053,"score_gpt":0.336797509918862,"score_spread":0.2981256063732914,"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."}}