{"id":"W2096886562","doi":"10.3171/2012.6.aospine111069","title":"Is surgery for cervical spondylotic myelopathy cost-effective? A cost-utility analysis based on data from the AOSpine North America prospective CSM study","year":2012,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"AOSpine","keywords":"Medicine; Cost–utility analysis; Reimbursement; Cost effectiveness; Surgery; Indirect costs; Prospective cohort study; Physical therapy; Emergency medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002734627,0.0004971937,0.001942041,0.0006042585,0.0002326266,0.00007186202,0.0005352721,0.0001075185,0.0006346376],"category_scores_gemma":[0.003956046,0.0003094625,0.00105222,0.002792816,0.0001647471,0.0003631813,0.0002175896,0.0009056605,0.00003294898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420816,"about_ca_system_score_gemma":0.0002697525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007164389,"about_ca_topic_score_gemma":0.00004567572,"domain_scores_codex":[0.9952337,0.0006787116,0.001471385,0.0006922506,0.001205612,0.0007183993],"domain_scores_gemma":[0.9920312,0.003925523,0.001066613,0.001628146,0.0006672316,0.0006813396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004472641,0.004582937,0.9301726,0.0000608108,0.001048367,0.0002499841,0.0002222669,0.00005276086,0.00009643287,7.224504e-7,0.001538557,0.05750189],"study_design_scores_gemma":[0.001722871,0.001265236,0.9677779,0.00008743511,0.003423439,0.00005500287,0.0001250888,0.007045532,0.0001374719,0.000009356097,0.01807375,0.0002769137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827071,0.0003674563,0.006122581,0.005025557,0.001039643,0.003839073,0.0008088679,0.00004473484,0.00004491814],"genre_scores_gemma":[0.9917623,0.00005892844,0.000249123,0.005815911,0.001534479,0.0001699527,0.0003100617,0.00006018306,0.00003902546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05722497,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07596359460011319,"score_gpt":0.3418149005046143,"score_spread":0.2658513059045011,"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."}}