{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229553,0.0002528582,0.0004221828,0.0002638319,0.0002788265,0.00007709861,0.00009520177,0.0001718643,0.00001995286],"category_scores_gemma":[0.005331029,0.0001762469,0.0001757878,0.0002090506,0.0003269212,0.0001522964,0.000007805112,0.0004105742,0.000006901821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477123,"about_ca_system_score_gemma":0.0003062806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053177,"about_ca_topic_score_gemma":0.0001476176,"domain_scores_codex":[0.9977498,0.0002409456,0.0008472685,0.0002230802,0.0006488633,0.0002900148],"domain_scores_gemma":[0.9922088,0.001473636,0.0001970596,0.0002147741,0.005543632,0.0003621284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09091845,0.005186765,0.1043615,0.007761032,0.0007117093,0.0002218003,0.04662807,0.001663121,0.05146792,0.01712396,0.1489681,0.5249876],"study_design_scores_gemma":[0.04206788,0.09772088,0.7193969,0.004872918,0.005996395,0.001709172,0.02832454,0.007408196,0.05196185,0.0321269,0.006512815,0.001901577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675701,0.0005726636,0.01879259,0.01076242,0.0009778424,0.0006323662,0.0000878245,0.00005193798,0.0005522076],"genre_scores_gemma":[0.9967762,0.00009230134,0.001878337,0.0005909269,0.000578767,0.00001398501,0.00001541972,0.00003406409,0.00001998278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6150354,"threshold_uncertainty_score":0.7187142,"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."}}