{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001565103,0.0004537009,0.00672307,0.0001990287,0.00002030705,0.000001480488,0.0001347324,0.0002432903,0.00044253],"category_scores_gemma":[0.0001472746,0.0002543251,0.001027152,0.000338366,0.0001223942,0.000025822,0.00004641722,0.0000769499,0.00005287369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009876124,"about_ca_system_score_gemma":0.0002140495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002830678,"about_ca_topic_score_gemma":0.000003557189,"domain_scores_codex":[0.9976446,0.0002164609,0.001384051,0.0003348169,0.0001942192,0.0002258248],"domain_scores_gemma":[0.9975452,0.0002208589,0.001398625,0.0006149809,0.0001437692,0.00007658169],"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":[0.000044353,0.0001484125,0.0005832274,0.2340784,0.001454319,0.00007964196,0.0001192592,3.101484e-9,4.058419e-7,0.003046758,0.002251774,0.7581935],"study_design_scores_gemma":[0.0006884139,0.0008653318,0.00001155459,0.1041181,0.002703908,0.0002387722,0.000009767625,1.420552e-7,0.00001473448,0.000004144901,0.8911684,0.0001767338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003708426,0.9950454,0.000015847,0.0001718531,0.000193575,0.002165102,0.000008645242,0.00003367831,0.00236221],"genre_scores_gemma":[0.00001009582,0.9976309,0.0007184187,0.000074761,0.00009312574,0.00006146875,0.0002320552,0.00004947949,0.001129693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8889167,"threshold_uncertainty_score":0.9999909,"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."}}