{"id":"W3029367358","doi":"10.1002/rth2.12367","title":"Prothrombin complex concentrates for DOAC‐associated bleeding, global coagulation assays, and assessments of clinical hemostasis: How to gauge the impact?","year":2020,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Rivaroxaban; Hemostasis; Coagulation testing; Anticoagulant; Coagulation; Partial thromboplastin time; Prothrombin time; Apixaban; Atrial fibrillation; Intensive care medicine; Dabigatran; Coagulopathy; Internal medicine; 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":[0.01835316,0.0007252715,0.001928824,0.002862099,0.000647145,0.004453362,0.00176897,0.003779911,0.003474529],"category_scores_gemma":[0.0600601,0.0003628852,0.001004021,0.001929612,0.001731367,0.004745477,0.001094148,0.005366668,0.002645607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111487,"about_ca_system_score_gemma":0.002779771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216614,"about_ca_topic_score_gemma":0.004038152,"domain_scores_codex":[0.9912334,0.00259626,0.001401456,0.000616959,0.003901782,0.0002501608],"domain_scores_gemma":[0.912509,0.030189,0.007941265,0.004055363,0.04280628,0.002499066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005016686,0.0002125199,0.01975475,0.00275445,0.0005643984,0.0002480964,0.0001577678,0.00009331675,0.0006220781,0.003756362,0.5940797,0.3772549],"study_design_scores_gemma":[0.0003350982,0.0006029375,0.0442309,0.009506149,0.001442429,0.002540703,0.000630255,0.001050531,0.001917961,0.01220886,0.9253378,0.0001964144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007602242,0.4277119,0.005472996,0.4390525,0.108071,0.0002468639,0.001816452,0.0002983358,0.009727518],"genre_scores_gemma":[0.07174403,0.4343006,0.01767504,0.1805493,0.2819109,0.0004998462,0.002795192,0.0003138105,0.01021124],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01835316,"threshold_uncertainty_score":0.09706199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6706881049962833,"score_gpt":0.621930659586168,"score_spread":0.04875744541011529,"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."}}