{"id":"W4401422318","doi":"10.1007/s00345-024-05168-x","title":"Tranexamic acid reduces perioperative blood transfusions following open radical cystectomy – a propensity-score matched analysis","year":2024,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Tranexamic acid; Cystectomy; Propensity score matching; Perioperative; Anesthesia; Regimen; Bolus (digestion); Blood transfusion; Surgery; Bladder cancer; Urology; Internal medicine; Cancer; 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":[0.001772155,0.0002335174,0.0004992452,0.0003788396,0.0001985456,0.0005556833,0.0002957989,0.0003321749,0.001475724],"category_scores_gemma":[0.005018244,0.00018649,0.001352661,0.0005122132,0.0002697892,0.0003477409,0.0002996706,0.000346847,0.0001247768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640482,"about_ca_system_score_gemma":0.0003372695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004305376,"about_ca_topic_score_gemma":0.0004201663,"domain_scores_codex":[0.9988024,0.0005449139,0.0001596949,0.0002223785,0.0001823182,0.00008827522],"domain_scores_gemma":[0.9970577,0.0006901122,0.001592829,0.0003610628,0.0001117777,0.00018667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03783289,0.0007062652,0.9137699,0.0001924096,0.007350106,0.000251428,0.0001194007,0.0009325457,0.00226346,0.0002212775,0.0004467193,0.03591357],"study_design_scores_gemma":[0.001754018,0.008062653,0.9760056,0.00005321902,0.004128352,0.0008617975,0.0001235372,0.006337376,0.001113989,0.0003975221,0.001130337,0.00003158536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983414,0.0008190298,0.0005255641,0.00003442596,0.00001841125,0.00002975272,0.00007306724,0.000005032272,0.0001533097],"genre_scores_gemma":[0.9995566,0.0001564678,0.0001363669,0.00001971384,0.00001417157,0.000006379465,0.00007112727,0.00000114661,0.00003801157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772155,"threshold_uncertainty_score":0.009372115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283976244602638,"score_gpt":0.2971262191473659,"score_spread":0.2642864567013395,"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."}}