{"id":"W3046998131","doi":"10.1182/bloodadvances.2020002335","title":"Predictors of preprocedural direct oral anticoagulant levels in patients having an elective surgery or procedure","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Apixaban; Medicine; Dabigatran; Rivaroxaban; Dosing; Perioperative; Renal function; Bleed; Urology; Atrial fibrillation; Anticoagulant; Creatinine; Internal medicine; Anesthesia; Surgery; Warfarin","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001127368,0.0001378122,0.0004800013,0.0001002769,0.00003029293,0.00000975393,0.00005902271,0.00004145648,0.00003305561],"category_scores_gemma":[0.00108912,0.0001011731,0.00007720385,0.0004024644,0.00003428734,0.0003926925,0.00003331154,0.00006618018,0.000001993131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001369594,"about_ca_system_score_gemma":0.0001082481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008458489,"about_ca_topic_score_gemma":0.00003513769,"domain_scores_codex":[0.9988489,0.00004001764,0.0003680311,0.0002914767,0.000261564,0.0001900667],"domain_scores_gemma":[0.9994259,0.0001290756,0.0001691402,0.0001031542,0.00008067112,0.00009202763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006632474,0.00006787325,0.9963509,0.0003568765,0.00007227238,0.00001106194,0.000483794,0.00005778326,0.0004942804,0.000007869865,0.00005080348,0.00138319],"study_design_scores_gemma":[0.001509255,0.0005079261,0.9903194,0.0001516117,0.0001285769,0.000001162991,0.0001851914,0.0001047165,0.006620042,0.00001190175,0.0003379058,0.0001223259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984607,0.0002598012,0.00001043013,0.0002952209,0.0001059023,0.0005508188,0.00001136441,0.00007270425,0.0002330363],"genre_scores_gemma":[0.9990978,0.00004131947,0.0003360637,0.0001306302,0.0002315777,0.000004062185,0.00002620868,0.00001674973,0.0001156106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006125761,"threshold_uncertainty_score":0.4125721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623660977707361,"score_gpt":0.3292678125012159,"score_spread":0.2530312027241423,"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."}}