{"id":"W4321767531","doi":"10.1097/prs.0000000000010322","title":"Topical Tranexamic Acid in Breast Reconstruction: A Double-Blind Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Tranexamic acid; Seroma; Randomized controlled trial; Mastectomy; Randomization; Surgery; Implant; Saline; Hematoma; Breast reconstruction; Anesthesia; Complication; Breast cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001842749,0.0005016768,0.003553083,0.001747281,0.0001474978,0.00006385397,0.0001003393,0.0004583479,0.000924691],"category_scores_gemma":[0.0007248673,0.000390683,0.001170003,0.001203964,0.0008369274,0.0002992018,0.00003497573,0.0007308758,0.0002335005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802554,"about_ca_system_score_gemma":0.0006919048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004909653,"about_ca_topic_score_gemma":0.00002999628,"domain_scores_codex":[0.9956731,0.000504115,0.001833766,0.0007411902,0.000486281,0.000761606],"domain_scores_gemma":[0.9920139,0.006694396,0.0004707507,0.0003040987,0.0001979303,0.0003188977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.894029,0.0001196292,0.00631758,0.00007552973,0.0005750356,0.0001856368,0.00008577415,0.000004563614,0.0001690853,0.0002775551,0.00007911186,0.09808151],"study_design_scores_gemma":[0.914211,0.00007063323,0.003808608,0.0004429792,0.0004427238,0.07870324,0.000341733,0.0007742229,0.0001800206,0.0006298616,0.0000100833,0.0003849185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806972,0.000104713,0.0001472503,0.0004983867,0.01131438,0.004394493,0.00003459718,0.0003249609,0.002484049],"genre_scores_gemma":[0.9967557,0.000133358,0.0002146796,0.00002324999,0.001359726,0.001022365,0.0001035966,0.00004817621,0.0003391308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09769659,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217901976991691,"score_gpt":0.2697130884519066,"score_spread":0.2375340686819896,"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."}}