{"id":"W3212941834","doi":"10.1182/blood-2021-150875","title":"Management of Edoxaban Therapy in Patients Undergoing Major Surgery: A Sub-Analysis of the Prospective, Observational, Multinational Emit-AF/VTE Study","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Edoxaban; Perioperative; Dosing; Incidence (geometry); Observational study; Thrombosis; Surgery; Dabigatran; Internal medicine; Atrial fibrillation; Warfarin","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":[0.002802578,0.0004414616,0.0008104595,0.0006270712,0.0002991018,0.0009779228,0.0006588409,0.0005868062,0.000808439],"category_scores_gemma":[0.00438681,0.0004390265,0.001333063,0.001637993,0.0003441715,0.0006555832,0.0008302049,0.0007872172,0.0001677317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448535,"about_ca_system_score_gemma":0.0004441564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511949,"about_ca_topic_score_gemma":0.003490247,"domain_scores_codex":[0.9978235,0.0008482776,0.0003376357,0.0004640356,0.0003643021,0.0001623038],"domain_scores_gemma":[0.9941492,0.001108896,0.003199721,0.0006282229,0.0004168959,0.0004970876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007850467,0.00006814908,0.9980717,0.00002616961,0.0003779544,0.00003916414,0.00004446733,0.00002640035,0.0001073509,0.00001417255,0.00008589534,0.0003535073],"study_design_scores_gemma":[0.0001239931,0.0003347585,0.9986873,0.00001358459,0.0002187986,0.0001499108,0.0001486234,0.0001443988,0.00004067701,0.00001462947,0.0001176169,0.000005768247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986088,0.0003585678,0.00005854164,0.00003004469,0.000006266508,0.00001922728,0.0007448937,0.000001458053,0.0001722892],"genre_scores_gemma":[0.9980736,0.0001838837,0.00009432084,0.00007121958,0.00001960243,0.0000313604,0.001441231,0.00000248233,0.00008217432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002802578,"threshold_uncertainty_score":0.01482165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204479983852596,"score_gpt":0.3119322438723205,"score_spread":0.2498874440337946,"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."}}