{"id":"W4411176743","doi":"10.1097/aln.0000000000005515","title":"Perioperative Use of Activated Prothrombin Complex Concentrates","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Prothrombin complex concentrate; PROTHROMBIN COMPLEX; Perioperative; Anesthesia; Intensive care medicine; Internal medicine; Warfarin; Coagulation; Atrial fibrillation","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":[0.0002897647,0.0002736509,0.0004888363,0.0002982077,0.0002555026,0.0005969654,0.0001729727,0.0002129866,0.002259114],"category_scores_gemma":[0.0009938915,0.0000621507,0.0004363519,0.0001851127,0.0001550408,0.0002252219,0.0001747255,0.000885399,0.0004990256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784882,"about_ca_system_score_gemma":0.0003702413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148102,"about_ca_topic_score_gemma":0.0004916185,"domain_scores_codex":[0.9997216,0.00006545337,0.00004639153,0.00002992444,0.00008762557,0.00004901923],"domain_scores_gemma":[0.9996786,0.0001057659,0.0001004874,0.00002429673,0.00003327477,0.00005757991],"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":[0.003437681,0.0008751915,0.02631947,0.001716681,0.0008217046,0.004633667,0.0001673911,0.0003809719,0.04252569,0.002092729,0.01388291,0.9031459],"study_design_scores_gemma":[0.001487077,0.03194813,0.2575745,0.003493449,0.002905009,0.08821364,0.0007254665,0.003590861,0.1170226,0.004831568,0.4880673,0.0001402998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5429583,0.3666474,0.01568202,0.007842768,0.004509377,0.0002821852,0.0006135273,0.0005532309,0.06091126],"genre_scores_gemma":[0.9307486,0.055389,0.003682152,0.002446916,0.002669233,0.00007634779,0.0004946896,0.00004577406,0.004447256],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002259114,"threshold_uncertainty_score":0.007557452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499286959263073,"score_gpt":0.3143629061775668,"score_spread":0.2644342102512595,"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."}}