{"id":"W2179992916","doi":"10.1200/jco.2015.61.9338","title":"Survival and Clinical Outcomes in Surgically Treated Patients With Metastatic Epidural Spinal Cord Compression: Results of the Prospective Multicenter AOSpine Study","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Texas MD Anderson Cancer Center; University of Toronto; AOSpine; University of Pennsylvania; West Virginia University; Thomas Jefferson University; Johns Hopkins University","keywords":"Medicine; Oswestry Disability Index; Quality of life (healthcare); Surgery; Spinal cord compression; Prospective cohort study; McNemar's test; Spinal cord; Low back pain","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007913113,0.0002110522,0.002510865,0.000123025,0.00002418302,0.000009163808,0.0002383938,0.0001056207,0.00001975171],"category_scores_gemma":[0.01435945,0.00009997116,0.0003535029,0.0002240185,0.0004836059,0.0001187477,0.000188648,0.0008735512,0.000002247288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008177561,"about_ca_system_score_gemma":0.0005814594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005994306,"about_ca_topic_score_gemma":0.0001501841,"domain_scores_codex":[0.9916622,0.00252802,0.004278419,0.0003083356,0.0009964223,0.000226603],"domain_scores_gemma":[0.9924641,0.002596471,0.003011121,0.0003550118,0.001053768,0.0005195353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1153051,0.01936384,0.8542939,0.00002537126,0.0009501037,0.0004901441,0.00007646995,0.000004373044,1.964694e-7,0.0000108097,0.0002504844,0.009229196],"study_design_scores_gemma":[0.103138,0.05713851,0.8370705,0.0001579124,0.001268041,0.000009599359,0.0007068268,0.00008930873,5.7515e-7,0.00003552018,0.0003033774,0.00008191876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945036,0.00003557758,0.00002010157,0.002731492,0.0007205151,0.001408955,0.00001362033,0.0000054111,0.000560706],"genre_scores_gemma":[0.9973029,0.00001998885,0.002029351,0.000379572,0.00008918798,0.000005526817,0.000003396449,0.00001498622,0.0001550484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03777466,"threshold_uncertainty_score":0.993943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177830307593649,"score_gpt":0.4955333716544217,"score_spread":0.3177030640607726,"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."}}