{"id":"W4404144968","doi":"10.1002/lary.31900","title":"Is Topical Tranexamic Acid Effective in Treating Epistaxis?","year":2024,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University","funders":"Dalhousie University; Regeneron Pharmaceuticals; Sanofi; AstraZeneca; Eli Lilly and Company","keywords":"Tranexamic acid; Medicine; Nasal packing; Surgery; Randomized controlled trial; Anesthesia; Emergency department; Blood loss","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000930931,0.0005161276,0.002066565,0.001815811,0.0002830801,0.001121479,0.0007159741,0.00112578,0.004387075],"category_scores_gemma":[0.003302934,0.00024386,0.001077073,0.001827746,0.0005266505,0.001205828,0.0004038487,0.001045689,0.0006966591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096639,"about_ca_system_score_gemma":0.001029348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137993,"about_ca_topic_score_gemma":0.002159929,"domain_scores_codex":[0.9994844,0.0001128194,0.0001629309,0.00007382086,0.0001419193,0.00002407374],"domain_scores_gemma":[0.9986608,0.0009144403,0.0002364751,0.0000198602,0.0001407833,0.00002759894],"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":[0.0002735301,0.00004473,0.000380052,0.09771173,0.0006776059,0.00026973,0.00006718689,0.00008954062,0.0008817537,0.0009095368,0.009423839,0.8892707],"study_design_scores_gemma":[0.0004475704,0.001001803,0.01075831,0.1770696,0.008881142,0.01316135,0.0006625129,0.0003614467,0.002784137,0.003144316,0.7816119,0.0001159929],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001204692,0.999409,0.00002093097,0.0001524996,0.00007143624,0.000002467978,0.000009424733,0.000001185038,0.0002125409],"genre_scores_gemma":[0.001272581,0.9983751,0.00005689458,0.0001326779,0.00008872298,0.000003307287,0.00001259203,6.459167e-7,0.00005747895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004387075,"threshold_uncertainty_score":0.01467627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691191148055965,"score_gpt":0.3649456257006389,"score_spread":0.3280337142200792,"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."}}