{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006185684,0.0001086175,0.0005037553,0.00007959605,0.00004774607,0.000007697549,0.0000617458,0.00007781451,0.0002998736],"category_scores_gemma":[0.00008050075,0.00008452727,0.00005641136,0.00015411,0.0002057987,0.0000454595,0.00003433408,0.00007420417,0.00001606135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002624653,"about_ca_system_score_gemma":0.00008257234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210374,"about_ca_topic_score_gemma":0.00000842365,"domain_scores_codex":[0.9992739,0.00008026054,0.0002155505,0.0001941874,0.00005680447,0.0001793092],"domain_scores_gemma":[0.9994789,0.0001091419,0.0000607928,0.0002106564,0.0001053387,0.00003513159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004694833,0.001721686,0.2480187,0.0003553453,0.0006359647,0.000108611,0.001257243,0.00004551045,0.6355405,0.08289827,0.02333792,0.005610666],"study_design_scores_gemma":[0.0008888923,0.0006841471,0.8701733,0.0001026074,0.00009931358,0.00001009925,0.000266559,0.00005470357,0.07916192,0.0001545953,0.04832413,0.00007971871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958152,0.000101266,0.00001346279,0.001108681,0.00004408049,0.0007634887,0.000001883201,0.00003767146,0.00211433],"genre_scores_gemma":[0.9956719,0.0001381891,0.0004929068,0.002909595,0.00001295084,0.00006327275,0.00002837918,0.000008014707,0.0006747911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6221546,"threshold_uncertainty_score":0.3446922,"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."}}