{"id":"W3135885527","doi":"10.1007/s43678-021-00093-z","title":"Prehospital tranexamic acid: READY for primetime?","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University; St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Tranexamic acid; Medicine; 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":[0.001359321,0.0007894544,0.0009875345,0.000884397,0.004900497,0.003913174,0.001505775,0.03892529,0.01489526],"category_scores_gemma":[0.01440491,0.0006273797,0.001003161,0.000853536,0.002188028,0.004280425,0.00123428,0.02992824,0.005658218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219494,"about_ca_system_score_gemma":0.01062036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034784,"about_ca_topic_score_gemma":0.03725892,"domain_scores_codex":[0.99786,0.0004550527,0.0002919027,0.0002465392,0.0005772666,0.0005692391],"domain_scores_gemma":[0.9957626,0.001024662,0.0003535615,0.00008724045,0.000799334,0.001972498],"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":[0.0001434489,0.0001144221,0.003138823,0.0001009612,0.00002437923,0.04478633,0.0003616272,0.0001740856,0.0003388944,0.007533747,0.9279664,0.0153169],"study_design_scores_gemma":[0.0002823962,0.0002313157,0.004351606,0.001071609,0.00006810734,0.05809671,0.002805416,0.001367176,0.0003906217,0.02534484,0.905835,0.0001551862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001325437,0.001254598,0.0001098434,0.9760065,0.009682319,0.00001632926,0.00004020378,0.00001717003,0.01154761],"genre_scores_gemma":[0.0269627,0.004253027,0.0007960502,0.8721738,0.07282897,0.00005552355,0.00007005078,0.00004932807,0.02281057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03892529,"threshold_uncertainty_score":0.0498296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068309033118807,"score_gpt":0.3308397302833194,"score_spread":0.2240088269714387,"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."}}