{"id":"W2571944012","doi":"10.1055/s-0035-1554384","title":"Role of Quantitative MRI Assessments in Predicting Surgical Outcome in Cervical Spondylotic Myelopathy Patients: Results from the Prospective, Multicenter AOSpine North American Study","year":2015,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Myelopathy; Magnetic resonance imaging; Orthopedic surgery; Logistic regression; Spinal cord compression; Radiology; Nuclear medicine; Surgery; Spinal cord; Internal medicine","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":[0.003047164,0.0005378974,0.0003019728,0.0009143801,0.0002640598,0.0005800859,0.000396321,0.0004844298,0.0006857135],"category_scores_gemma":[0.006496137,0.0001889437,0.0004202836,0.0006683688,0.0003634423,0.0004615704,0.000468953,0.0002907551,0.000202849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164966,"about_ca_system_score_gemma":0.0002658838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857954,"about_ca_topic_score_gemma":0.002232119,"domain_scores_codex":[0.9991418,0.0004341174,0.00009292176,0.0001477123,0.0001222157,0.00006118311],"domain_scores_gemma":[0.9954355,0.001378518,0.001902621,0.0003196519,0.000489274,0.0004743307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002461915,0.0000359135,0.998677,0.000006404921,0.00004567055,0.00001874196,0.00003320262,0.00007421699,0.00009254431,0.000004822839,0.0000324604,0.0007328108],"study_design_scores_gemma":[0.00002723011,0.0003048803,0.9986451,0.000007885679,0.00004705174,0.0001237406,0.0001202222,0.0005578345,0.00007038806,0.00001977097,0.0000702686,0.000005652973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993156,0.0001717952,0.0000943968,0.00003303196,0.00000326714,0.000009073062,0.0002084662,0.000003188068,0.0001612616],"genre_scores_gemma":[0.9994636,0.00005857767,0.000126247,0.00001135585,0.000009029696,0.00001323207,0.0002775911,0.000001281831,0.00003908092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003047164,"threshold_uncertainty_score":0.01611513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616492449895476,"score_gpt":0.3479294698399355,"score_spread":0.3217645453409808,"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."}}