{"id":"W3160112215","doi":"10.1007/s12630-021-01967-7","title":"Tranexamic acid: current use in obstetrics, major orthopedic, and trauma surgery","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Blood transfusion and management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Toronto Western Hospital; Women's College Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Tranexamic acid; Medicine; Trauma surgery; Orthopedic surgery; Antifibrinolytic; Obstetrics and gynaecology; Perioperative; Clinical trial; Dosing; Blood loss; Anesthesia; Surgery; Pregnancy; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002221754,0.0008823533,0.004444567,0.004935305,0.0002823592,0.0004683782,0.0004625913,0.0006000993,0.0002986022],"category_scores_gemma":[0.000958687,0.0007745887,0.001464154,0.001670297,0.0002459418,0.000462242,0.00001450743,0.003210152,0.000009992619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148619,"about_ca_system_score_gemma":0.01478449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713961,"about_ca_topic_score_gemma":0.03238143,"domain_scores_codex":[0.9939724,0.0005664274,0.002705163,0.0005652421,0.000850714,0.001340105],"domain_scores_gemma":[0.9922889,0.0006415069,0.001230644,0.0004723247,0.0006000974,0.004766523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001540866,0.00005928824,0.0004456709,0.00275847,0.0002112561,0.4715386,0.0001701642,5.736813e-7,4.142596e-8,0.00003543081,0.001842673,0.5229224],"study_design_scores_gemma":[0.0007161006,0.0001740528,0.0004766434,0.01516564,0.001488516,0.4903782,0.0001282207,5.571788e-7,2.353408e-7,0.000004637915,0.4911115,0.0003556105],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01731696,0.9798239,0.000005677694,0.0009146542,0.001168506,0.0006697648,0.00001896877,0.000009629652,0.00007188733],"genre_scores_gemma":[0.003354611,0.995109,0.0001513144,0.0001207901,0.000661628,0.0000111178,0.00005538232,0.000163545,0.0003725929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5225668,"threshold_uncertainty_score":0.9994705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183957127661717,"score_gpt":0.2756584824022097,"score_spread":0.2238189111255926,"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."}}