{"id":"W2046276185","doi":"10.1097/00000542-200101000-00015","title":"Perioperative Activation of Hemostasis in Vascular Surgery Patients","year":2001,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Fibrinolysis; Platelet; Hemostasis; Platelet activation; Perioperative; Fibrinogen; Antithrombin; Coagulation; Partial thromboplastin time; Anesthesia; Thromboelastography; Plasminogen activator; Disseminated intravascular coagulation; Surgery; Internal medicine; Heparin","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":[0.000253612,0.0002355981,0.000261621,0.0003605926,0.0003314884,0.000488908,0.0001161324,0.0002642116,0.001471943],"category_scores_gemma":[0.001283684,0.0001165689,0.0002253968,0.0004241903,0.0001675206,0.0002226113,0.0002091462,0.0004216921,0.0001609786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690175,"about_ca_system_score_gemma":0.0002574695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002302857,"about_ca_topic_score_gemma":0.0002375639,"domain_scores_codex":[0.9997843,0.00005600616,0.00003044654,0.00003614168,0.00004176206,0.00005141953],"domain_scores_gemma":[0.9992738,0.0001491595,0.0003396884,0.00002733957,0.00004742575,0.0001624945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142811,0.0001184865,0.9889371,0.00005241417,0.00004773374,0.001295869,0.000120017,0.00007708036,0.001277507,0.00003974278,0.0001450778,0.006746077],"study_design_scores_gemma":[0.00004083688,0.00160687,0.9892999,0.00003003147,0.00007896664,0.007076352,0.0002656051,0.0002388116,0.0006538819,0.00008737903,0.0006109287,0.00001050647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988962,0.0006135321,0.0000832642,0.00002565901,0.000007673566,0.00000561242,0.00005108629,0.000001839272,0.0003151932],"genre_scores_gemma":[0.9993887,0.0002867645,0.00009328962,0.00002024627,0.00002300017,0.000009930378,0.0001163469,8.210458e-7,0.0000608855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001471943,"threshold_uncertainty_score":0.004924119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264018257681453,"score_gpt":0.2708055264501721,"score_spread":0.2444037006820268,"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."}}