{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002585738,0.0001286616,0.0004254653,0.0002747776,0.00003089431,0.000003224193,0.00005036042,0.0001461715,0.00007564761],"category_scores_gemma":[0.0005227089,0.0001149125,0.00009124349,0.0003677209,0.00008781335,0.0001081626,0.00001302737,0.0001018476,0.00001849749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007911039,"about_ca_system_score_gemma":0.00009738118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001201438,"about_ca_topic_score_gemma":0.00003193479,"domain_scores_codex":[0.9988089,0.0001731707,0.0003804304,0.0002468015,0.0001728447,0.0002179142],"domain_scores_gemma":[0.9991051,0.0002920365,0.0001201863,0.0002290729,0.0002006337,0.00005300185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000353008,0.0002839298,0.9427002,0.00003822469,0.00002034479,0.00003563836,0.0008199225,0.00001670978,0.002654141,0.000050544,0.00009122764,0.05293608],"study_design_scores_gemma":[0.00100002,0.0003038462,0.9882743,0.00006982202,0.00001877207,0.00001335982,0.0003438566,0.00003107681,0.007900345,0.00005414464,0.001892141,0.00009834641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987623,0.0001053851,0.00002569276,0.0002902354,0.00005646589,0.000340194,0.000001730744,0.00002488878,0.0003930978],"genre_scores_gemma":[0.9988168,0.000172522,0.0002911202,0.0004990884,0.00003056796,0.00002963614,0.000105687,0.00001779958,0.00003673369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05283773,"threshold_uncertainty_score":0.4685995,"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."}}