{"id":"W2789240574","doi":"10.1017/cem.2018.22","title":"Trauma systems and emergency medical services: The missing link for tranexamic acid utilization in major trauma","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Tranexamic acid; Medical emergency; Emergency medical services; Trauma care; Surgery; Blood loss","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":[0.00142628,0.0002878195,0.0007293932,0.0007086513,0.003097069,0.002149176,0.0008979389,0.01869427,0.006913011],"category_scores_gemma":[0.02157397,0.000382064,0.0006343554,0.001172996,0.001515448,0.002839366,0.00104245,0.01756236,0.001621525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005572306,"about_ca_system_score_gemma":0.01148586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07212425,"about_ca_topic_score_gemma":0.134322,"domain_scores_codex":[0.9978277,0.0005825591,0.000423763,0.0001772549,0.0005451718,0.0004434391],"domain_scores_gemma":[0.9893278,0.004796047,0.001211267,0.0001992384,0.002074053,0.002391585],"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":[0.0001759075,0.0001504753,0.0377429,0.0001710006,0.00005434679,0.01875358,0.001013382,0.0002010041,0.0003078718,0.005528804,0.894726,0.04117477],"study_design_scores_gemma":[0.0004658298,0.0002386805,0.0628278,0.003821806,0.0002516755,0.03169167,0.009712215,0.003199634,0.0004999436,0.02967277,0.8573486,0.000269377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003084777,0.001221835,0.0000522401,0.9891144,0.003055979,0.000004253894,0.00005597803,0.000008733927,0.00340185],"genre_scores_gemma":[0.09648819,0.006841971,0.0005363262,0.8337693,0.05601496,0.00003149318,0.000157508,0.00003914997,0.006121192],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07212425,"threshold_uncertainty_score":0.1434089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195596589339744,"score_gpt":0.3526078744062161,"score_spread":0.2330482154722417,"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."}}