{"id":"W2906722012","doi":"10.1001/jamafacial.2018.1737","title":"Role of Tranexamic Acid in Reducing Intraoperative Blood Loss and Postoperative Edema and Ecchymosis in Primary Elective Rhinoplasty","year":2019,"lang":"en","type":"review","venue":"JAMA Facial Plastic Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ecchymosis; Tranexamic acid; Medicine; Rhinoplasty; Surgery; Edema; Randomized controlled trial; Anesthesia; 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"],"consensus_categories":[],"category_scores_codex":[0.0005881048,0.0005664881,0.003274627,0.0009947185,0.00004628132,0.00004060636,0.00007654791,0.0004782026,0.00004879563],"category_scores_gemma":[0.0006735919,0.0004733832,0.0002256406,0.0006356757,0.0001763395,0.0001908555,0.00008265601,0.0008482559,0.000006960146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507562,"about_ca_system_score_gemma":0.0006842076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105931,"about_ca_topic_score_gemma":0.0001869037,"domain_scores_codex":[0.9970271,0.0003449367,0.001100819,0.0007801076,0.0003227115,0.0004243212],"domain_scores_gemma":[0.9969232,0.002391196,0.0002492625,0.0002104669,0.00008069109,0.0001451487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005970416,0.0006845048,0.004175639,0.01725455,0.0007001957,0.0003792071,0.002470663,0.000004259055,0.000814107,0.00006235282,0.00005086217,0.9728066],"study_design_scores_gemma":[0.03973877,0.005357224,0.3323959,0.3607318,0.02380298,0.004188959,0.007289062,0.0004472645,0.003907415,0.0001369719,0.2137555,0.008248072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2841237,0.712734,0.000009870329,0.00006478277,0.0003451164,0.001951325,0.0001167047,0.00002306784,0.000631484],"genre_scores_gemma":[0.1057945,0.8936449,0.00004800098,0.00008910859,0.00007323473,0.0001233558,0.0001219825,0.00005195907,0.0000528662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645585,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946776315397743,"score_gpt":0.2597589485648512,"score_spread":0.2402911854108738,"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."}}