{"id":"W4416293315","doi":"10.1016/j.spinee.2025.11.001","title":"Fulfillment of patient expectations after surgery for degenerative cervical myelopathy. A retrospective analysis of prospectively collected data from the multicenter Canadian Surgical Spine Registry (CSORN)","year":2025,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Université de Montréal; Saint John Regional Hospital; Dalhousie University; Ottawa Hospital; University Health Network; Canada East Spine Centre; Horizon Health Network; London Health Sciences Centre; Western University; University of Toronto; University of Alberta; Université Laval; University of British Columbia; Centre hospitalier de l'Université Laval; Canadian Respiratory Research Network; Centre hospitalier universitaire de Québec; University of Calgary","funders":"Medtronic Canada; AOSpine; Orthopaedic Research and Education Foundation","keywords":"Myelopathy; Patient satisfaction; Cervical spine; Intervention (counseling); Retrospective cohort study; Multicenter study","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005869381,0.0002161864,0.0008193502,0.0003331288,0.0002743517,0.0000372525,0.0003615302,0.00009330245,0.0005681852],"category_scores_gemma":[0.0008803608,0.000118014,0.0004255883,0.001645361,0.0002095514,0.00007223253,0.0001586061,0.0004072988,0.000001743125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350602,"about_ca_system_score_gemma":0.0008710969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948688,"about_ca_topic_score_gemma":0.0336202,"domain_scores_codex":[0.997726,0.0002273294,0.0009134689,0.0003555053,0.0004514363,0.0003262591],"domain_scores_gemma":[0.9974912,0.0001598269,0.0004606858,0.000773442,0.0008992674,0.0002155339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00984917,0.005565968,0.8425068,0.0004790402,0.0418614,0.0008948786,0.02783001,0.0004321373,0.006085062,0.002856131,0.0288258,0.03281356],"study_design_scores_gemma":[0.00126252,0.000205318,0.9871175,0.000226889,0.002628828,0.00002597896,0.001559085,0.004401074,0.001060076,0.0002061127,0.001181179,0.0001253997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833174,0.001675556,0.001938729,0.009869113,0.0002804743,0.0009881505,0.001393592,0.00001149832,0.0005255219],"genre_scores_gemma":[0.9973342,0.0001188993,0.001118941,0.0003788331,0.0002541746,0.00007950737,0.0003342263,0.00001515047,0.0003660539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446107,"threshold_uncertainty_score":0.9840137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108286928644314,"score_gpt":0.2975547723780631,"score_spread":0.27647190309162,"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."}}