{"id":"W2413374158","doi":"10.1097/ta.0000000000000657","title":"2014 Consensus conference on viscoelastic test–based transfusion guidelines for early trauma resuscitation","year":2015,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"CSL Behring","keywords":"Medicine; Resuscitation; Delphi method; Test (biology); Fresh frozen plasma; Medical emergency; Consensus conference; Intensive care medicine; Emergency medicine; Internal medicine; Platelet","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":[0.09719606,0.001823508,0.002770925,0.007455864,0.002681266,0.005254366,0.008678799,0.0122581,0.008253609],"category_scores_gemma":[0.11353,0.001464285,0.005645926,0.004637219,0.002203881,0.003964337,0.007378865,0.01580397,0.00575547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080616,"about_ca_system_score_gemma":0.04843225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009835078,"about_ca_topic_score_gemma":0.01192585,"domain_scores_codex":[0.9278852,0.0367898,0.01642715,0.00187842,0.01483214,0.00218728],"domain_scores_gemma":[0.8659917,0.02511797,0.008781106,0.002871812,0.0895818,0.00765552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001368106,0.0004561964,0.001376129,0.005030415,0.0001923063,0.0005952451,0.001713898,0.001491984,0.001400016,0.009720498,0.7811665,0.1967199],"study_design_scores_gemma":[0.000200476,0.0001499611,0.003170364,0.02345613,0.00018121,0.0007949893,0.0016186,0.001192282,0.001084035,0.01115021,0.9568397,0.0001620188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004742725,0.06014556,0.07240933,0.709968,0.07717445,0.01220323,0.003477561,0.0006626658,0.05921651],"genre_scores_gemma":[0.05699934,0.1152633,0.5163728,0.205432,0.01754063,0.02371275,0.01902528,0.0007733888,0.0448805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09719606,"threshold_uncertainty_score":0.5140281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098870724020979,"score_gpt":0.3929639510384512,"score_spread":0.2830768786363533,"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."}}