{"id":"W3095961332","doi":"10.1097/shk.0000000000001685","title":"Back to the Future: Whole Blood Resuscitation of the Severely Injured Trauma Patient","year":2020,"lang":"en","type":"article","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Armed Forces; Ottawa Hospital; Foothills Medical Centre; University of Ottawa","funders":"","keywords":"Whole blood; Resuscitation; Blood component; Blood transfusion; Blood typing; Trauma center; Blood product; Blood type (non-human)","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":[0.001969353,0.0004475346,0.0005656254,0.0005798742,0.001328419,0.003049175,0.0006743136,0.004100208,0.007889457],"category_scores_gemma":[0.006371683,0.000149741,0.0004927482,0.0005288178,0.001842784,0.00562379,0.00146297,0.009685805,0.001958781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809064,"about_ca_system_score_gemma":0.003213158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615404,"about_ca_topic_score_gemma":0.004235517,"domain_scores_codex":[0.9991716,0.0003510432,0.00008891986,0.00009099668,0.0001770732,0.0001202916],"domain_scores_gemma":[0.9970558,0.0007517637,0.0001983657,0.00009786364,0.0009567321,0.0009395443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001062001,0.0005676885,0.008795714,0.002744627,0.0001279264,0.003743876,0.001070397,0.0004271736,0.001901,0.02685513,0.4704678,0.4822367],"study_design_scores_gemma":[0.0003151345,0.001667779,0.02691507,0.01832461,0.0002157452,0.01666864,0.01215077,0.0007823632,0.001446408,0.05826103,0.8630235,0.0002290057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007567639,0.2043487,0.001084486,0.7536569,0.02250545,0.0000259073,0.0001493141,0.00006129524,0.01060026],"genre_scores_gemma":[0.1411098,0.4170458,0.005874068,0.3655064,0.05643749,0.0001211509,0.0004153309,0.00009577632,0.01339413],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007889457,"threshold_uncertainty_score":0.02639282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858214000397998,"score_gpt":0.2487037930785632,"score_spread":0.2301216530745832,"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."}}