{"id":"W2057304443","doi":"10.1007/s11739-013-0963-5","title":"Perioperative management of patients who are receiving a novel oral anticoagulant","year":2013,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Dabigatran; Perioperative; Intensive care medicine; Anticoagulant; Heparin; Rivaroxaban; Atrial fibrillation; Venous thromboembolism; Warfarin; Anesthesia; Surgery; Internal medicine; Thrombosis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001045263,0.0001370208,0.0003814008,0.0001011715,0.00003975577,0.000003525514,0.00005971011,0.00002944935,0.003095943],"category_scores_gemma":[0.00004665009,0.00008875221,0.00006291921,0.0001287038,0.00006457976,0.0001013825,0.00007825042,0.00006577504,0.00002121537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526842,"about_ca_system_score_gemma":0.000003015058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003101579,"about_ca_topic_score_gemma":0.00000828679,"domain_scores_codex":[0.9989262,0.00001358958,0.0004594405,0.0001804608,0.0002728444,0.0001474313],"domain_scores_gemma":[0.9994456,0.00001277295,0.0001534563,0.0001186971,0.0001729824,0.00009652805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049538,0.00002845311,0.9865132,0.0003086218,0.0002433805,0.000004114591,0.0005922976,0.000001536937,0.0008873692,0.0005185401,0.003888774,0.006908744],"study_design_scores_gemma":[0.002187729,0.0003153159,0.9888678,0.0007977454,0.0001438418,0.000001861839,0.0008720075,0.0005103949,0.00009906622,0.00005089251,0.006061063,0.0000922483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856004,0.0003207322,0.0007440876,0.002515181,0.0007203401,0.0004635376,0.000003038766,0.00001799575,0.009614701],"genre_scores_gemma":[0.9799884,0.0009549761,0.0002961635,0.00008493055,0.0002812471,0.000004527909,0.00001148779,0.00001101068,0.01836725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008752551,"threshold_uncertainty_score":0.9978154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0726271277263071,"score_gpt":0.3440432221272346,"score_spread":0.2714160944009276,"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."}}