{"id":"W7024469248","doi":"","title":"The Safety of Tranexamic Acid in Total Joint Arthroplasty: A Direct Meta-Analysis","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tranexamic acid; Joint arthroplasty; American society of anesthesiologists; Rivaroxaban; Arthroplasty; Comorbidity; Venous thromboembolism; Total knee arthroplasty; Blood management","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":[0.01583021,0.002945334,0.009601958,0.004079453,0.0006755292,0.003216347,0.001964543,0.002235796,0.004839835],"category_scores_gemma":[0.03246969,0.001492262,0.0580411,0.004378781,0.0006127505,0.001227488,0.001332061,0.002392018,0.0004064722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381007,"about_ca_system_score_gemma":0.001515858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005518556,"about_ca_topic_score_gemma":0.006652765,"domain_scores_codex":[0.9860938,0.008600907,0.002210593,0.001657083,0.001023743,0.0004138953],"domain_scores_gemma":[0.9751556,0.01934304,0.002697933,0.001385083,0.001104614,0.0003136962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003633753,0.00002607649,0.01182128,0.02455862,0.9551018,0.0001215467,0.00003222384,0.0007641273,0.0001900729,0.00009548685,0.0003350065,0.003319995],"study_design_scores_gemma":[0.0006155536,0.0002183414,0.00536396,0.001369771,0.991039,0.00009485525,0.00001656915,0.0004245508,0.00009590502,0.0001736576,0.0005734022,0.00001446712],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.058757,0.9317195,0.004059981,0.0007160758,0.0006434657,0.000364263,0.002397552,0.0001176291,0.001224532],"genre_scores_gemma":[0.8099335,0.1803074,0.00442279,0.00111073,0.0006140592,0.0007269664,0.001899516,0.00007458781,0.0009104959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01583021,"threshold_uncertainty_score":0.08371919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210442948391508,"score_gpt":0.3128129980074073,"score_spread":0.1917687031682564,"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."}}