{"id":"W2021620934","doi":"10.1097/brs.0b013e3181695082","title":"Surgical Treatment of Fixed Cervical Kyphosis With Myelopathy","year":2008,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Kyphosis; Myelopathy; Surgery; Laminectomy; Radiography; Deformity; Cervical spondylosis; Cobb angle; Retrospective cohort study; Pseudarthrosis; Scoliosis; Sagittal plane; Arthrodesis; Radiology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004203799,0.0001621405,0.0004740121,0.00006127389,0.00004765068,0.00000202515,0.00004779612,0.00007523282,0.001134564],"category_scores_gemma":[0.00001170478,0.00009678125,0.0001236097,0.000278432,0.0001330797,0.00002363491,0.00002019993,0.00007035479,0.00007989071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005072983,"about_ca_system_score_gemma":0.00008561435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000971672,"about_ca_topic_score_gemma":0.00001209508,"domain_scores_codex":[0.998993,0.00002046588,0.0002507905,0.0002320165,0.0002831755,0.0002205512],"domain_scores_gemma":[0.9993409,0.00002273363,0.00005273917,0.00027965,0.000087712,0.0002162864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006698191,0.007178781,0.5322202,0.0005134583,0.0005485312,0.01127686,0.002108079,0.0000110094,0.005184396,0.001961379,0.0002816894,0.4320174],"study_design_scores_gemma":[0.008537696,0.008725893,0.8659481,0.000130177,0.0002340002,0.00294496,0.00006637626,0.000143805,0.02490222,0.00005454203,0.08801562,0.0002966099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861587,0.0005923582,0.00007103481,0.001489462,0.00004841755,0.0002379535,0.000008468265,0.00006184253,0.01133179],"genre_scores_gemma":[0.9950066,0.0004446739,0.001739167,0.0001051024,0.0002161388,0.00002114433,0.00004118111,0.00001895007,0.002407067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4317208,"threshold_uncertainty_score":0.9997785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452714388231523,"score_gpt":0.268512006251342,"score_spread":0.2439848623690268,"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."}}