{"id":"W3022295522","doi":"10.1016/j.injury.2020.04.040","title":"Limiting Blood Loss in Orthopaedic Trauma: Strategies and Effects","year":2020,"lang":"en","type":"review","venue":"Injury","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Medicine; Resuscitation; Intensive care medicine; Tranexamic acid; Major trauma; Limiting; Coagulopathy; Hemorrhagic shock; Population; Thromboelastography; Polytrauma; Shock (circulatory); Blood loss; Emergency medicine; Medical emergency; Surgery; Internal medicine","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":[0.001391884,0.001295892,0.003168561,0.002818978,0.0003354464,0.001769849,0.001323571,0.001668919,0.004928774],"category_scores_gemma":[0.002193627,0.0004021272,0.0011103,0.002998862,0.0007116246,0.001522992,0.001016575,0.002374454,0.001189822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008025613,"about_ca_system_score_gemma":0.001632477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030934,"about_ca_topic_score_gemma":0.004964932,"domain_scores_codex":[0.9995437,0.0001041485,0.0001074865,0.00007618578,0.0001308113,0.00003756311],"domain_scores_gemma":[0.9989097,0.0007044812,0.0001630478,0.00001901939,0.0001567349,0.00004711769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002265837,0.0001077078,0.0002259605,0.09438201,0.0004780869,0.00009470766,0.00007156754,0.0003735323,0.0005804611,0.002016928,0.01576047,0.8856819],"study_design_scores_gemma":[0.0003078253,0.0005716502,0.003380726,0.09330805,0.002803781,0.001583566,0.0003025875,0.0002714162,0.0004175507,0.003793584,0.8931767,0.00008256477],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003562326,0.9996502,0.00002620955,0.00007746666,0.00005870696,0.000002897677,0.000008064947,0.00000175758,0.0001390987],"genre_scores_gemma":[0.0002556429,0.9993778,0.00008149739,0.000108628,0.00009253377,0.000004701821,0.00001040848,5.391469e-7,0.00006830214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004928774,"threshold_uncertainty_score":0.01648837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288647910763605,"score_gpt":0.33380093356412,"score_spread":0.300914454456484,"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."}}