{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003014012,0.001633354,0.005460285,0.0005895388,0.0006400439,0.001463877,0.001094696,0.002865486,0.009758951],"category_scores_gemma":[0.004260961,0.0009544829,0.001900932,0.000730116,0.001706364,0.001272141,0.0005347609,0.002320272,0.001042871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005891268,"about_ca_system_score_gemma":0.001749284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008123051,"about_ca_topic_score_gemma":0.001148684,"domain_scores_codex":[0.9979938,0.001218206,0.0001717387,0.0002813801,0.0001436933,0.0001911019],"domain_scores_gemma":[0.9978468,0.0008540128,0.000520166,0.0001610233,0.000155188,0.0004627136],"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":[0.9901454,0.003239602,0.0001500882,0.0008711849,0.0004198414,0.00001842355,0.00001937578,0.00006910977,0.0005837051,0.00005162471,0.0001854448,0.00424614],"study_design_scores_gemma":[0.9814283,0.01782687,0.0001910016,0.00003124839,0.0001900138,0.000007067151,0.000006904916,0.00009986617,0.0000700546,0.00003152508,0.000112541,0.000004513837],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630533,0.01259696,0.001755316,0.001302503,0.002409716,0.01524716,0.001150265,0.0001990659,0.002285705],"genre_scores_gemma":[0.9537441,0.008556802,0.003877361,0.001830574,0.001867356,0.02545176,0.0006444028,0.00003161403,0.003996141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009758951,"threshold_uncertainty_score":0.03264695,"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."}}