{"id":"W2016217944","doi":"10.1016/j.spinee.2008.06.077","title":"67. Predictors of Outcome Following Anterior Surgery for Cervical Spondylotic Myelopathy: Results from a Multicenter Prospective Clinical Study with Independent Outcomes Assessments","year":2008,"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 Toronto","funders":"","keywords":"Medicine; Context (archaeology); Myelopathy; Surgery; Outcome (game theory); Prospective cohort study; Surgical decompression; Cervical vertebrae; Decompression; 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":[0.002590527,0.0003295935,0.001371874,0.0001571444,0.0002637855,0.00003498537,0.0002796339,0.000117174,0.00007068013],"category_scores_gemma":[0.001318751,0.0001696068,0.0006746938,0.0002484047,0.0001366327,0.0001609867,0.0001415676,0.000834126,0.000008395127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166277,"about_ca_system_score_gemma":0.0002888525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008907045,"about_ca_topic_score_gemma":0.00005493444,"domain_scores_codex":[0.9957379,0.0003105499,0.002035168,0.0004337892,0.001050872,0.0004317605],"domain_scores_gemma":[0.9976935,0.0003837506,0.0007650891,0.0004911008,0.0003319821,0.0003345943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003826702,0.002184788,0.9890566,0.00003096114,0.001183333,0.0007887136,0.0009862703,0.000003718565,0.00007397521,0.000001586123,0.00002903364,0.001834345],"study_design_scores_gemma":[0.01275184,0.002560652,0.9819145,0.0002742087,0.0008353263,0.0002727635,0.0009117987,0.0001876113,0.00004590232,0.00002944833,0.00003047093,0.0001854722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994894,0.00006325747,0.001258303,0.0008305653,0.001166965,0.001567573,0.00006564752,0.00004060001,0.0001130837],"genre_scores_gemma":[0.9969684,0.00002986181,0.001460949,0.0003139937,0.0007398061,0.00003578013,0.00001677617,0.00004878435,0.0003856623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008925137,"threshold_uncertainty_score":0.6916363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06339527843810382,"score_gpt":0.3804392726098063,"score_spread":0.3170439941717024,"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."}}