{"id":"W2936470068","doi":"10.1016/j.cca.2019.04.066","title":"A comparative study of viscoelastic hemostatic assays and conventional coagulation tests in trauma patients receiving fibrinogen concentrate","year":2019,"lang":"en","type":"article","venue":"Clinica Chimica Acta","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; St. Michael's Hospital; Defence Research and Development Canada; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Defence Research and Development Canada; CSL Behring; Health Services Research and Development","keywords":"Thromboelastometry; Fibrinogen; Thrombelastography; Medicine; Coagulopathy; Cryoprecipitate; Coagulation; Thromboelastography; Coagulation testing; Anesthesia; Hypofibrinogenemia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00098397,0.0004539384,0.0008086629,0.0008402899,0.0003231828,0.0007482608,0.0002917033,0.0006585597,0.001379864],"category_scores_gemma":[0.004389926,0.0002481631,0.0005440346,0.001020716,0.0004839187,0.0007147276,0.0003195245,0.0007360693,0.0003251499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599409,"about_ca_system_score_gemma":0.000299638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941564,"about_ca_topic_score_gemma":0.0002925188,"domain_scores_codex":[0.9991825,0.000309196,0.0001005923,0.000145078,0.0001606597,0.0001018149],"domain_scores_gemma":[0.996875,0.001726396,0.0005058292,0.0001760953,0.0002871499,0.0004294521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05476054,0.002012331,0.9022573,0.0001970508,0.00054232,0.002163643,0.001056829,0.0002777778,0.01285383,0.0001758375,0.0001737034,0.02352889],"study_design_scores_gemma":[0.0006858931,0.04255302,0.9481313,0.00003358576,0.0004681169,0.002974475,0.001028795,0.0009399868,0.002332316,0.000113869,0.0007026506,0.00003602786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0003380626,0.00009427735,0.0000130488,0.00001079141,0.00001200996,0.00003469269,0.000002060888,0.000352277],"genre_scores_gemma":[0.999455,0.0001764483,0.0001176427,0.00002932488,0.00003014886,0.00001240001,0.00008297111,0.000001859925,0.00009418155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379864,"threshold_uncertainty_score":0.005203784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206322828463958,"score_gpt":0.338991761292711,"score_spread":0.2969285330080714,"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."}}