{"id":"W2128179209","doi":"10.1016/j.arth.2013.09.005","title":"Topical Tranexamic Acid Reduces Transfusion Rates in Total Hip and Knee Arthroplasty","year":2013,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Blood transfusion and management","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Tranexamic acid; Medicine; Arthroplasty; Blood loss; Surgery; Anesthesia; Blood transfusion; Total knee arthroplasty","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":[0.000397856,0.0001585549,0.000341646,0.0001390323,0.00009289449,0.00002642205,0.00005024438,0.00007347199,0.0007993774],"category_scores_gemma":[0.00003262032,0.00009139648,0.00009145585,0.0001464063,0.0001883021,0.0001960267,0.00002177407,0.0004313843,0.00002987712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057131,"about_ca_system_score_gemma":0.00005433129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005289835,"about_ca_topic_score_gemma":0.00009362215,"domain_scores_codex":[0.9987437,0.0001223436,0.000474903,0.000122438,0.0003060687,0.0002305519],"domain_scores_gemma":[0.9994315,0.00009673068,0.0001001969,0.0001365178,0.00007828731,0.0001567895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003347327,0.001806344,0.02809258,0.0003054785,0.0005160709,0.0003567324,0.01188651,0.0001259735,0.3836079,0.0004096036,0.005275996,0.5642695],"study_design_scores_gemma":[0.01527404,0.004617161,0.926605,0.0006525367,0.0004402894,0.004308036,0.006497125,0.0004711569,0.03410892,0.000472495,0.006175952,0.000377253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989181,0.0009992437,0.0002711087,0.008191185,0.0003502712,0.0004672987,9.161379e-7,0.00001289324,0.0005260863],"genre_scores_gemma":[0.9960728,0.00285395,0.0003050444,0.000280166,0.0001467991,0.00000500065,7.468331e-7,0.00001331957,0.0003221494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8985125,"threshold_uncertainty_score":0.8752623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137233216044838,"score_gpt":0.2387764309653933,"score_spread":0.2274040988049449,"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."}}