{"id":"W3049428259","doi":"10.1097/brs.0000000000003613","title":"The Outcomes of Patients With Neck Pain Following ACDF","year":2020,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Medicine; Visual analogue scale; Myelopathy; Neck pain; Anterior cervical discectomy and fusion; Cervical radiculopathy; Surgery; Retrospective cohort study; Cervical spine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114893,0.00006363944,0.0001734699,0.000007554241,0.00003531845,0.000003924384,0.00005545628,0.00001864501,0.00006417129],"category_scores_gemma":[0.0002572738,0.00002986786,0.00006522255,0.0001225551,0.00002026144,0.00001704451,0.0000298879,0.00006973283,0.0000156545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005446096,"about_ca_system_score_gemma":0.00001625117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006091549,"about_ca_topic_score_gemma":0.000003266762,"domain_scores_codex":[0.9994661,0.0000169683,0.0001303724,0.00008850938,0.0001938658,0.0001041458],"domain_scores_gemma":[0.9996945,0.0000281249,0.00003638226,0.0001214211,0.00003573574,0.00008381457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001640418,0.00006786196,0.8632765,0.00005731321,0.0001021592,0.00001220169,0.0001888552,6.37549e-7,0.00008459402,0.0001492232,0.0001494427,0.1357471],"study_design_scores_gemma":[0.001086482,0.0005882565,0.9831243,0.00002760832,0.00005230902,1.547127e-7,0.00005285048,0.00008349142,0.0001661825,0.00004192037,0.01472862,0.00004783908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886388,0.00009273822,0.0002467403,0.009363762,0.00005009488,0.0001761608,0.000002468382,0.00002496924,0.0014043],"genre_scores_gemma":[0.9969338,0.00000382067,0.0005450115,0.0022172,0.00004556417,0.000003564458,0.00001267615,0.00000862362,0.0002297554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356993,"threshold_uncertainty_score":0.1217976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011781038777998,"score_gpt":0.2455489655743804,"score_spread":0.2354311551866004,"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."}}