{"id":"W2583549732","doi":"10.1016/j.nec.2016.11.011","title":"Perioperative Management of Anticoagulation","year":2017,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Antithrombotic; Neurointensive care; Subdural Hematomas; Chronic subdural hematoma; Perioperative; Anticoagulant; Intensive care medicine; Hematoma; Anesthesia; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121157,0.0003461362,0.002719233,0.0001905951,0.0001022827,0.0000167632,0.0003296727,0.0001124341,0.00004013867],"category_scores_gemma":[0.0001994883,0.000282877,0.00110473,0.0003578717,0.000344988,0.00005541144,0.0001630103,0.0003785101,0.00003035634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001499975,"about_ca_system_score_gemma":0.0002463153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003610404,"about_ca_topic_score_gemma":3.673401e-7,"domain_scores_codex":[0.997175,0.000101332,0.001594685,0.0005326312,0.0003753684,0.0002210257],"domain_scores_gemma":[0.9958462,0.0004099961,0.002114647,0.001265171,0.000220587,0.0001433698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003249969,0.0003342573,0.0009828199,0.01387231,0.0001862708,0.000054151,0.00000516385,0.000004539178,2.575926e-7,0.00006067875,0.0002044147,0.9842626],"study_design_scores_gemma":[0.0001911349,0.0002444142,0.008283542,0.004784843,0.001252298,0.00003881718,0.000002139228,0.00002233387,4.81312e-7,0.000005515789,0.9849882,0.0001862996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007972963,0.9935757,0.0000658814,0.00008571852,0.0004038875,0.001316889,0.0001664974,0.00004093329,0.003547188],"genre_scores_gemma":[0.002363175,0.9961128,0.0002543174,0.0001171609,0.00007145626,0.00006359944,0.0001861521,0.00005668795,0.000774659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847838,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589865735926206,"score_gpt":0.4275590064566309,"score_spread":0.2685724328640102,"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."}}