{"id":"W4402336719","doi":"10.1093/asj/sjae193","title":"The Effect of Tranexamic Acid Administration During Liposuction on Bleeding Complications and Ecchymosis: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Medicine; Ecchymosis; Tranexamic acid; Liposuction; Cochrane Library; Surgery; Incidence (geometry); Blood loss; Randomized controlled trial","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":[0.004256187,0.001151273,0.007606208,0.006513542,0.0005564258,0.001963828,0.00150474,0.001711941,0.003765006],"category_scores_gemma":[0.02011528,0.0008418522,0.008359893,0.007349092,0.0007196434,0.001568018,0.0009853053,0.0008905847,0.0002689863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144417,"about_ca_system_score_gemma":0.006777094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085535,"about_ca_topic_score_gemma":0.01684398,"domain_scores_codex":[0.9960117,0.001205039,0.001737628,0.0002838938,0.0006420503,0.0001197085],"domain_scores_gemma":[0.9815273,0.0130288,0.00356666,0.0002096312,0.001437818,0.0002298794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003561195,0.00002169764,0.0007712849,0.9674279,0.01086092,0.0001021476,0.000106639,0.00005324353,0.0001633621,0.0000631622,0.0005000827,0.01957335],"study_design_scores_gemma":[0.0006120545,0.0006794749,0.008529798,0.7717836,0.2042189,0.0007496618,0.0003014579,0.0001114421,0.0003565576,0.0001773165,0.01242543,0.00005432194],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002043121,0.9971404,0.00008139088,0.0001027196,0.00005839276,0.0001764178,0.0002354048,0.000005198612,0.0001569795],"genre_scores_gemma":[0.02138303,0.9772649,0.0003682371,0.0003086195,0.00006394375,0.0003326747,0.0001795976,0.000004275512,0.00009464489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007606208,"threshold_uncertainty_score":0.02250916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808889051947086,"score_gpt":0.3204511439454171,"score_spread":0.2923622534259463,"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."}}