{"id":"W2799403580","doi":"10.1097/shk.0000000000001160","title":"TEG Lysis Shutdown Represents Coagulopathy in Bleeding Trauma Patients: Analysis of the PROPPR Cohort","year":2018,"lang":"en","type":"article","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Fibrinolysis; Medicine; Fibrinogen; Thrombelastography; Coagulopathy; Hyperfibrinolysis; Internal medicine; Shutdown; Platelet; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007048072,0.0003246147,0.0004247137,0.0004118703,0.0002430022,0.0005775592,0.0002603184,0.0002678518,0.001274166],"category_scores_gemma":[0.001399317,0.0001882278,0.0007240815,0.0004234253,0.0002076287,0.0003579584,0.0005750856,0.0007449212,0.0001780143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812559,"about_ca_system_score_gemma":0.000291772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004613903,"about_ca_topic_score_gemma":0.0004196989,"domain_scores_codex":[0.9995878,0.00009108087,0.00003606503,0.0001102873,0.00009747686,0.00007726476],"domain_scores_gemma":[0.9993448,0.000112108,0.0002837936,0.00008908806,0.00005026645,0.0001200205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006252461,0.0001051985,0.9865025,0.00002728785,0.0004273827,0.0004718858,0.00005778965,0.0001599077,0.001013956,0.0001097625,0.0005434339,0.004328487],"study_design_scores_gemma":[0.0005525782,0.002152342,0.9929559,0.00001476616,0.0003079959,0.001825527,0.0001616162,0.0008971433,0.0003482717,0.0001730765,0.0005971962,0.00001368561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990726,0.0001654333,0.0001210739,0.00003264647,0.000004561791,0.00001847583,0.000336209,0.000002908236,0.0002460139],"genre_scores_gemma":[0.9987937,0.00008781683,0.00006588496,0.00002539198,0.00001742782,0.00002594304,0.00086493,0.000003107376,0.0001156945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274166,"threshold_uncertainty_score":0.004262507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484089161849487,"score_gpt":0.2813486106857611,"score_spread":0.2665077190672662,"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."}}