{"id":"W6966773437","doi":"10.48350/189260","title":"Tranexamic Acid Use in Breast Surgery: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Tranexamic acid; MEDLINE; Clinical trial; Placebo","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":[0.006740279,0.001946748,0.01189407,0.002657949,0.000551586,0.002323756,0.001641602,0.002087699,0.003674628],"category_scores_gemma":[0.01647671,0.001480184,0.02763534,0.003968566,0.0007693641,0.001573355,0.001567229,0.00154533,0.0003094881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384423,"about_ca_system_score_gemma":0.001873696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004595456,"about_ca_topic_score_gemma":0.01467252,"domain_scores_codex":[0.9939382,0.002487792,0.001900683,0.0008181488,0.0005518011,0.0003033736],"domain_scores_gemma":[0.9902772,0.005939422,0.002542303,0.0005382412,0.0005176389,0.0001852314],"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":[0.004803293,0.00004945514,0.01023029,0.1347345,0.8423506,0.0001590705,0.00009785237,0.0002703276,0.0003474641,0.00006760083,0.0003601748,0.00652951],"study_design_scores_gemma":[0.001091638,0.0002656113,0.006222098,0.005069626,0.9862942,0.00009375611,0.00005117031,0.0001053722,0.00007419371,0.00006572065,0.0006430411,0.00002351466],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03173845,0.9662891,0.0005368146,0.0001926565,0.0002161481,0.0002000348,0.0005482071,0.00002788156,0.0002505457],"genre_scores_gemma":[0.5928992,0.4020737,0.00199019,0.001126747,0.0003027575,0.0004415295,0.0006197719,0.00003133531,0.0005147418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01189407,"threshold_uncertainty_score":0.0356465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128334036890425,"score_gpt":0.3282488130378703,"score_spread":0.1999147761474453,"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."}}