{"id":"W2109023540","doi":"10.2174/1570163811209020143","title":"Reversing Anticoagulant Therapy","year":2012,"lang":"en","type":"review","venue":"Current Drug Discovery Technologies","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anticoagulant; Prothrombin complex concentrate; Fondaparinux; Recombinant factor VIIa; Intensive care medicine; Anticoagulant drug; Warfarin; Heparin; Drug; Pharmacology; Anesthesia; Surgery; Atrial fibrillation; Venous thromboembolism; Thrombosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002224606,0.0005461802,0.001887072,0.0005665605,0.0001318293,0.0001038165,0.000336559,0.0002894384,0.00003019943],"category_scores_gemma":[0.000115001,0.000359883,0.0009350028,0.0005643726,0.0001795371,0.0003777918,0.0003472548,0.00054535,0.0001892052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597559,"about_ca_system_score_gemma":0.00009499182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001945457,"about_ca_topic_score_gemma":3.084098e-7,"domain_scores_codex":[0.9980979,0.00005534506,0.0005947882,0.0004549573,0.0003317083,0.0004652941],"domain_scores_gemma":[0.998579,0.0001393851,0.0004131511,0.0007929928,0.00003101309,0.0000444906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001058294,0.00002255777,0.0008641889,0.007730821,0.0001947218,0.000005474476,0.00001427623,5.662829e-8,5.185999e-7,0.001085409,0.002124405,0.987947],"study_design_scores_gemma":[0.0003018337,0.00002161359,0.00003786037,0.008639724,0.001273517,0.00001552624,0.0001140129,9.97547e-7,0.00001228995,0.0001215771,0.9890738,0.000387257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004085315,0.9945107,0.0001014538,0.0004287668,0.001781666,0.001465425,0.00002509251,0.001133991,0.000512054],"genre_scores_gemma":[0.0002936059,0.9975113,0.0001272017,0.000007812382,0.0006070486,0.00001936696,0.0002364562,0.00005953333,0.001137707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875597,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2749483298309911,"score_gpt":0.4310827669330057,"score_spread":0.1561344371020146,"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."}}