{"id":"W4385259228","doi":"10.1055/s-0043-1771300","title":"Effect of PCC on Thrombin Generation among Patients on Factor Xa Inhibitors with Major Bleeding or Needing Urgent Surgery (GAUGE): Design and Rationale","year":2023,"lang":"en","type":"article","venue":"TH Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Physicians' Services Incorporated Foundation; Canadian Institutes of Health Research; University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Medicine; Hemostasis; Bleed; Observational study; Prothrombin complex concentrate; Major bleeding; Thrombin generation; Thrombin; Clinical trial; Intensive care medicine; Surgery; Internal medicine; Warfarin","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006290573,0.0001371825,0.0003294594,0.0002093135,0.0001101019,0.00006065243,0.00004919398,0.00004342903,0.0001489303],"category_scores_gemma":[0.000319279,0.00008707829,0.00004416931,0.000307419,0.00002444337,0.0002137105,0.0000643951,0.00005224186,0.00002116422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004676843,"about_ca_system_score_gemma":0.00003847621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004153905,"about_ca_topic_score_gemma":0.000005526261,"domain_scores_codex":[0.9989721,0.00009734959,0.0002512512,0.0002052856,0.0003351182,0.0001389154],"domain_scores_gemma":[0.9989226,0.000696683,0.0001481247,0.0001075262,0.00004621935,0.00007887072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002878881,0.00002074454,0.9729555,0.0001559103,0.0001555713,0.000008176094,0.0003509001,0.0005883935,0.003749949,0.0001915416,0.01310649,0.005837943],"study_design_scores_gemma":[0.005773886,0.003722691,0.8793548,0.0006691822,0.0002256811,0.000001012639,0.0001300002,0.003945703,0.1053931,0.00002349613,0.0004506131,0.0003098379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969192,0.00000454671,0.00005256162,0.0003601227,0.0002653331,0.002033084,0.000004733784,0.00004058341,0.0003198458],"genre_scores_gemma":[0.9980505,0.00001734552,0.0001461399,0.00007225691,0.0002751527,0.00001965907,0.0001239989,0.00002253048,0.001272456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016432,"threshold_uncertainty_score":0.3550949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290973197168294,"score_gpt":0.340866155724552,"score_spread":0.2117688360077226,"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."}}