{"id":"W1501619562","doi":"10.3171/2014.7.spine131007","title":"Adverse events in emergency oncological spine surgery: a prospective analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Incidence (geometry); Adverse effect; Retrospective cohort study; Population; Referral; Surgery; Emergency medicine; 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":[0.002217279,0.0002851311,0.0003516291,0.001489455,0.000454982,0.0006291986,0.0003573781,0.0003450114,0.001336886],"category_scores_gemma":[0.004965493,0.0003648244,0.0006991496,0.001748675,0.0003513711,0.0007409531,0.0009472147,0.0005489581,0.0002443642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320109,"about_ca_system_score_gemma":0.0005603491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257485,"about_ca_topic_score_gemma":0.002018932,"domain_scores_codex":[0.9986799,0.0003450863,0.0003462572,0.0002130441,0.0002975406,0.0001181577],"domain_scores_gemma":[0.9915341,0.001661779,0.005036868,0.0004526845,0.0007603206,0.0005543655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009057143,0.00002491154,0.9990318,0.00001500629,0.00003051099,0.00005575512,0.00001539778,0.00002066358,0.00003362937,0.000004275642,0.00002927552,0.0006482566],"study_design_scores_gemma":[0.00001623615,0.0003494296,0.9986046,0.00001514631,0.00003625235,0.000547778,0.0001094016,0.000137346,0.00005313177,0.000009000494,0.000117178,0.000004631644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983811,0.0004848819,0.0002233596,0.00002546652,0.000006245328,0.00007337544,0.0005229922,0.000003848894,0.0002787825],"genre_scores_gemma":[0.9983803,0.0003170658,0.0003315873,0.00003266332,0.00001861109,0.00005651439,0.0008049255,0.000002186758,0.00005622892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217279,"threshold_uncertainty_score":0.0117262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589481511880892,"score_gpt":0.3038012601198363,"score_spread":0.2779064450010274,"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."}}