{"id":"W4414161647","doi":"10.46747/cfp.7109571","title":"Tranexamic acid solution for nosebleeds","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Doug Bragg Enterprises (Canada); College of Family Physicians of Canada; Élisabeth Bruyère Hospital","funders":"","keywords":"Tranexamic acid; MEDLINE; Blood loss; Intravenous route; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003113823,0.0001337747,0.0004355963,0.0002599016,0.0004170608,0.0003562689,0.0001461759,0.0003347707,0.006920778],"category_scores_gemma":[0.001699343,0.00006698663,0.0005617429,0.000219929,0.0001405385,0.0003634826,0.0001403904,0.0006685058,0.0008493755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285635,"about_ca_system_score_gemma":0.0006731821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005135385,"about_ca_topic_score_gemma":0.007954594,"domain_scores_codex":[0.9997565,0.00006446139,0.00003201416,0.00001912094,0.00007878153,0.00004904077],"domain_scores_gemma":[0.9996622,0.0001082298,0.00007629101,0.00001907361,0.00006602638,0.0000682763],"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":[0.00930288,0.001265087,0.008147455,0.003646538,0.000364534,0.002833739,0.0001823387,0.00009713793,0.007715249,0.001512897,0.05503502,0.909897],"study_design_scores_gemma":[0.02334233,0.03527023,0.1555707,0.01151517,0.002450601,0.05199268,0.001758332,0.001756267,0.0369714,0.003446657,0.6757486,0.0001769495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3981338,0.4937615,0.002375197,0.02672971,0.005707258,0.0007077758,0.000711765,0.0003797726,0.07149317],"genre_scores_gemma":[0.8498873,0.125283,0.002527219,0.006929446,0.001796417,0.0001691812,0.0005058457,0.00003456867,0.01286704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006920778,"threshold_uncertainty_score":0.02315235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326344912348365,"score_gpt":0.2881955036274292,"score_spread":0.2649320545039455,"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."}}