{"id":"W1990480026","doi":"10.1097/brs.0000000000000165","title":"Current Trends in Demographics, Practice, and In-Hospital Outcomes in Cervical Spine Surgery","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Royal Bank of Canada","funders":"","keywords":"Medicine; Confidence interval; Retrospective cohort study; Cohort; Comorbidity; Demographics; Cervical spine; Decompression; Surgery; Internal medicine; Demography","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":[0.002250966,0.000230528,0.0004861277,0.003165976,0.0003949286,0.0009221234,0.0006651315,0.0004286882,0.001542696],"category_scores_gemma":[0.005334704,0.0003778275,0.0005363229,0.004657579,0.0003223763,0.0009554897,0.0006089903,0.0003772659,0.0003871066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272152,"about_ca_system_score_gemma":0.001631604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060778,"about_ca_topic_score_gemma":0.01587842,"domain_scores_codex":[0.9973204,0.0005151152,0.0007286259,0.0005665487,0.0005958091,0.0002736156],"domain_scores_gemma":[0.9907987,0.0008241648,0.006336271,0.000333547,0.001293523,0.0004137262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004656289,0.000027607,0.9989536,0.00004232034,0.00003878203,0.00001921474,0.00004129904,0.00002092702,0.00003358255,0.00001065503,0.0001458076,0.000619608],"study_design_scores_gemma":[0.00001072883,0.0001153321,0.9986311,0.00003454014,0.00003718144,0.0002340586,0.0003016107,0.000155992,0.00006352104,0.000009814402,0.0004006071,0.000005533558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901603,0.0007370887,0.0003145429,0.00008047419,0.000007475143,0.0001723791,0.007581063,0.00001294008,0.0009338051],"genre_scores_gemma":[0.9907858,0.0004443471,0.0005955921,0.0001240493,0.00002028391,0.0003546519,0.007467603,0.000006127222,0.0002015486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060778,"threshold_uncertainty_score":0.02109206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354780620277802,"score_gpt":0.3091286638814547,"score_spread":0.2955808576786767,"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."}}