{"id":"W4414649215","doi":"10.1016/j.ygyno.2025.04.380","title":"Tranexamic acid use in advanced ovarian cancer patients undergoing cytoreductive surgery: A quality improvement study","year":2025,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Tranexamic acid; Ovarian cancer; Cytoreductive surgery; Quality management; Quality of life (healthcare)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823315,0.0002366711,0.000876557,0.0002868168,0.000109235,0.00001270759,0.00009926573,0.0002572101,0.000165787],"category_scores_gemma":[0.0006638352,0.0001990582,0.0001183824,0.0005095474,0.00008258894,0.0001318072,0.00006473029,0.0003952594,0.000005431678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135953,"about_ca_system_score_gemma":0.000739956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552019,"about_ca_topic_score_gemma":0.02425999,"domain_scores_codex":[0.9976454,0.0003937162,0.0006834355,0.0006200855,0.0001842698,0.0004730742],"domain_scores_gemma":[0.9980857,0.001230047,0.0001643546,0.0002863776,0.0001417976,0.00009174986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001209111,0.007103529,0.8723866,0.00009299834,0.0002087021,0.00009433078,0.000873486,0.00001692656,0.004069437,0.0001466836,0.00007045724,0.1137277],"study_design_scores_gemma":[0.01176982,0.004185645,0.9800279,0.00006791247,0.0001921058,0.000001404319,0.001869301,0.0000116286,0.0008202812,0.000279803,0.0006003518,0.0001738589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940688,0.0001187208,0.00005877756,0.001243962,0.001211337,0.002419836,0.00001679016,0.00006774677,0.0007940473],"genre_scores_gemma":[0.9974939,0.0001604754,0.0002269199,0.001278297,0.00003377596,0.0005656297,0.0000324113,0.00001430964,0.0001942343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135539,"threshold_uncertainty_score":0.9935447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339376083290529,"score_gpt":0.3470935976615319,"score_spread":0.313155989332479,"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."}}