{"id":"W4415225988","doi":"10.1227/neu.0000000000003803","title":"Outcome of Patients With Mild Degenerative Cervical Myelopathy Treated Nonoperatively: An Observational Study From the Canadian Spine Outcome and Research Network","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":"Dalhousie University; Research Canada; Ottawa Hospital; University of Alberta Hospital; McGill University Health Centre; Western University; University of Toronto; Centre Hospitalier de l’Université de Montréal; Canadian Arthritis Network; Université Laval; Alberta Hospital Edmonton; Centre hospitalier de l'Université Laval; Canadian Respiratory Research Network; Centre hospitalier universitaire de Québec; Horizon Health Network; London Health Sciences Centre; University of Calgary; Arthritis Society; Vancouver Spine Surgery Institute","funders":"","keywords":"Observational study; Myelopathy; Cervical spine; Outcome (game theory); Risk factor; Mortality rate; Cervical vertebrae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009591449,0.0005337445,0.0008774248,0.001243862,0.002271801,0.0009432368,0.001199724,0.0006960589,0.001054119],"category_scores_gemma":[0.002653375,0.0004014594,0.0007551285,0.002530265,0.0007041083,0.0005225472,0.0008883719,0.001022548,0.0001728462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007084699,"about_ca_system_score_gemma":0.009506689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6360607,"about_ca_topic_score_gemma":0.7071245,"domain_scores_codex":[0.9985293,0.0001410563,0.0001346115,0.000275405,0.0005611809,0.000358445],"domain_scores_gemma":[0.9974866,0.0001849875,0.001023538,0.0001047961,0.0006191142,0.0005809108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009705087,0.00006739085,0.9987926,0.00001950838,0.00005030867,0.00005720696,0.0001153983,0.00001764255,0.00006137324,0.0000115842,0.0001807816,0.0005291899],"study_design_scores_gemma":[0.00001865516,0.00009388284,0.9992311,0.00001402424,0.00002909131,0.00009982623,0.0002777188,0.0000646824,0.00001199486,0.00000721211,0.0001447103,0.000007111112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979874,0.0002978687,0.00002279704,0.00007086108,0.000006029105,0.00004332602,0.001212035,0.000001712464,0.0003579339],"genre_scores_gemma":[0.9974367,0.0002566983,0.0000657049,0.000114529,0.00001352961,0.00003609342,0.001975739,0.000001547332,0.0000993525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360607,"threshold_uncertainty_score":0.7321652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891257374478343,"score_gpt":0.3885479701912106,"score_spread":0.1994222327433763,"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."}}