{"id":"W2969431409","doi":"10.1016/j.thromres.2019.08.007","title":"Structure and function of a perioperative anticoagulation management clinic","year":2019,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Perioperative; Anticoagulant; Warfarin; Intensive care medicine; Low molecular weight heparin; Atrial fibrillation; Heparin; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002229432,0.0002379311,0.000274052,0.003430556,0.005595072,0.00644282,0.002040146,0.001511752,0.01941038],"category_scores_gemma":[0.006506535,0.0006316524,0.0003319055,0.002191432,0.002430103,0.002101796,0.003961433,0.00233086,0.003146685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008225814,"about_ca_system_score_gemma":0.02087902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02747777,"about_ca_topic_score_gemma":0.05813706,"domain_scores_codex":[0.9958975,0.001344806,0.0002616678,0.0005792198,0.0007341658,0.001182703],"domain_scores_gemma":[0.9814469,0.001403666,0.001596812,0.000343361,0.002611808,0.0125975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387653,0.002624288,0.7930429,0.0001359387,0.00009417642,0.002143343,0.006650325,0.0007971104,0.001745104,0.01325313,0.03743052,0.1418444],"study_design_scores_gemma":[0.0001521837,0.001622137,0.8952106,0.0007971858,0.0001108906,0.004019727,0.03251206,0.003960043,0.0007039408,0.006854449,0.05389578,0.0001609663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514282,0.003006349,0.004491219,0.04547646,0.0007125776,0.0004867536,0.001524096,0.0003007222,0.09257364],"genre_scores_gemma":[0.977473,0.001135252,0.005760258,0.004654461,0.0003733667,0.0002353297,0.0007605074,0.00008960083,0.009518203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747777,"threshold_uncertainty_score":0.06493413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807760324326118,"score_gpt":0.4594368823280147,"score_spread":0.278660849895403,"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."}}