{"id":"W3178195841","doi":"10.1111/trf.16488","title":"Evaluation of trauma‐induced coagulopathy in the fibrinogen in the initial resuscitation of severe trauma trial","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy; Health Sciences Centre; Canadian Armed Forces; Royal Canadian Mint (Canada); St. Michael's Hospital; Sunnybrook Health Science Centre; Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Thromboelastometry; Medicine; Coagulopathy; Fibrinogen; Hyperfibrinolysis; Hemostasis; Resuscitation; Fibrinolysis; Internal medicine; Gastroenterology; Thrombomodulin; Coagulation; Prothrombin time; Anesthesia; Platelet; Thrombin","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":[0.003610969,0.0003765654,0.0008970274,0.0002141916,0.0001858306,0.0004703444,0.0002563677,0.0002786315,0.0007744151],"category_scores_gemma":[0.003646565,0.0001046752,0.0005558337,0.0004373213,0.0002344499,0.0001773405,0.0002841206,0.0005180259,0.0001328173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968602,"about_ca_system_score_gemma":0.000860077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944095,"about_ca_topic_score_gemma":0.0002547569,"domain_scores_codex":[0.9983838,0.001040655,0.0001965843,0.0001370397,0.0001397304,0.0001021744],"domain_scores_gemma":[0.99646,0.0007233857,0.001565148,0.0002353034,0.0003828214,0.0006332414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2932455,0.002611137,0.6497371,0.0008209078,0.002128393,0.0005021542,0.0002553395,0.00119066,0.01018918,0.0002032424,0.001396594,0.03771985],"study_design_scores_gemma":[0.02294496,0.135869,0.830073,0.0001830234,0.001178459,0.001398296,0.0001539505,0.001320237,0.003924423,0.0002068534,0.00270849,0.00003923916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978858,0.001024385,0.0001610918,0.00009849298,0.00001200426,0.0002870668,0.0002178169,0.000004096081,0.0003092577],"genre_scores_gemma":[0.9976448,0.0003635487,0.000553049,0.00009096522,0.00004663624,0.0003456425,0.0008162434,0.0000025218,0.0001365227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003610969,"threshold_uncertainty_score":0.01909685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179644228150441,"score_gpt":0.37070596223569,"score_spread":0.2527415394206459,"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."}}