{"id":"W4409296804","doi":"10.1016/j.jocn.2025.111236","title":"Ending neck pain: the impact of anterior cervical discectomy and fusion in cervical radiculopathy","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Neuroscience","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Anterior cervical discectomy and fusion; Neck pain; Cervical radiculopathy; Surgery; Cervical spine; Cervical vertebrae; Diskectomy; Spinal fusion; Discectomy; Lumbar; Lumbar vertebrae","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":[0.0007653809,0.0003366977,0.0007745871,0.000364463,0.0007472798,0.0009014498,0.000496398,0.001185789,0.008752451],"category_scores_gemma":[0.003369358,0.00008340087,0.001020003,0.0003662113,0.0004702025,0.0007431807,0.0003384076,0.0009485391,0.0003871475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968776,"about_ca_system_score_gemma":0.001773329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831835,"about_ca_topic_score_gemma":0.02192434,"domain_scores_codex":[0.9994988,0.0001441586,0.00005882713,0.00004765539,0.0001068404,0.0001436157],"domain_scores_gemma":[0.9990228,0.0005266674,0.00010515,0.00003432844,0.0001213603,0.0001896723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05305269,0.00644443,0.1236382,0.003102324,0.001567345,0.008911112,0.0005160175,0.002093238,0.008858566,0.002347899,0.006221746,0.7832464],"study_design_scores_gemma":[0.003417263,0.02771297,0.9265046,0.002243229,0.003413649,0.01160573,0.002016878,0.001986128,0.001545031,0.002839545,0.01659905,0.0001159982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718672,0.08480182,0.000307638,0.009301662,0.001346289,0.0001165974,0.000566863,0.00002929015,0.03166267],"genre_scores_gemma":[0.9794533,0.01520017,0.0003996835,0.001062747,0.001997485,0.00002083956,0.0002687457,0.000007016795,0.001589918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008752451,"threshold_uncertainty_score":0.02927989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028134605620826,"score_gpt":0.4154603429258866,"score_spread":0.3751789968696784,"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."}}