{"id":"W4410481097","doi":"10.1097/brs.0000000000005394","title":"Identification of Optimal Candidates for Operative Management of Mild Degenerative Cervical Myelopathy","year":2025,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Myelopathy; Identification (biology); Cervical spine; Surgery; Degenerative disease; Central nervous system disease; Spinal cord","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":[0.0006240018,0.0001953691,0.0004483555,0.0007453724,0.0005529198,0.0004745452,0.0003304623,0.000372179,0.001146815],"category_scores_gemma":[0.002888151,0.0001797311,0.0004136965,0.0006139053,0.0002712963,0.0005898337,0.0003872553,0.0003746452,0.0001836735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104284,"about_ca_system_score_gemma":0.0007383265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714191,"about_ca_topic_score_gemma":0.003147794,"domain_scores_codex":[0.9995558,0.00008471395,0.00006057155,0.0001330704,0.00006714655,0.00009870534],"domain_scores_gemma":[0.998675,0.0001973584,0.0007976939,0.0000812373,0.00007391227,0.0001747695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028364,0.00004724256,0.9985032,0.000007735892,0.00001589153,0.0000758099,0.0000303077,0.00003820248,0.0001065704,0.00001482778,0.00004500588,0.0009123062],"study_design_scores_gemma":[0.00003876198,0.0004987226,0.9981952,0.00001721099,0.00002606845,0.0003463464,0.0002842137,0.0003248148,0.00007145885,0.00005444707,0.0001368789,0.000005982011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994573,0.00009782087,0.00009298762,0.0000176324,0.000002024019,0.00002891582,0.0002219843,0.000001041151,0.00008029408],"genre_scores_gemma":[0.9992237,0.00005535551,0.0001675618,0.0000167246,0.000005104301,0.00003317027,0.0004535705,7.956671e-7,0.00004407736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001714191,"threshold_uncertainty_score":0.003836513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414410144205062,"score_gpt":0.3309542752336302,"score_spread":0.3168101737915796,"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."}}