{"id":"W2054623522","doi":"10.1586/ehm.11.59","title":"Treatment of warfarin-associated coagulopathy with vitamin K","year":2011,"lang":"en","type":"review","venue":"Expert Review of Hematology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Warfarin; Medicine; Prothrombin complex concentrate; Coagulopathy; Clotting factor; Fresh frozen plasma; Oral anticoagulant; Anticoagulant; Vitamin; Prothrombin time; Anesthesia; Surgery; Internal medicine; Atrial fibrillation; Platelet","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":[0.0004161551,0.0006556017,0.001697839,0.002040193,0.0002160629,0.0006013477,0.000879189,0.0008351413,0.002547791],"category_scores_gemma":[0.0008010177,0.0001632578,0.0006937674,0.001547849,0.0002684199,0.000565598,0.0004643129,0.001107824,0.001722682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878109,"about_ca_system_score_gemma":0.000649476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009875308,"about_ca_topic_score_gemma":0.001364779,"domain_scores_codex":[0.9997227,0.00005182996,0.0000531804,0.00003909008,0.0001123111,0.0000209634],"domain_scores_gemma":[0.9997701,0.00009432559,0.0000645992,0.000008776291,0.00004644416,0.00001566901],"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":[0.00009952706,0.0001051151,0.0003257896,0.01760804,0.0002677295,0.0005107652,0.00003169221,0.0001655144,0.001113538,0.000696074,0.02127991,0.9577963],"study_design_scores_gemma":[0.0002286665,0.0003465846,0.003813221,0.01158145,0.0007084371,0.01309614,0.00008930618,0.0002477505,0.002209783,0.001969209,0.9656726,0.0000368019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002507703,0.9983225,0.0001495179,0.0002155488,0.0001065843,0.000007724961,0.00001340024,0.000008723926,0.0009252285],"genre_scores_gemma":[0.002107592,0.996896,0.0002261565,0.0001738693,0.0001479642,0.000009154205,0.00003856093,0.000001745678,0.0003988523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002547791,"threshold_uncertainty_score":0.008523226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111017497580846,"score_gpt":0.4093807107681103,"score_spread":0.2982789610100257,"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."}}