{"id":"W4411847321","doi":"10.1093/asj/sjaf097","title":"Comparative Efficacy and Safety of Injectable Tranexamic Acid Combination Therapies for Melasma: A Network Meta-analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; McGill University","funders":"","keywords":"Medicine; Melasma; Tranexamic acid; Randomized controlled trial; Meta-analysis; Safety profile; Dermatology; Surgery; Pharmacology; Adverse effect; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.01421512,0.0001766484,0.01196982,0.0006752136,0.0001436675,0.00002669181,0.00005761357,0.00008141654,0.0001467876],"category_scores_gemma":[0.0007462891,0.00008379407,0.00404619,0.0005735403,0.0002576043,0.00004200243,0.00001007573,0.0001343555,2.046528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002109671,"about_ca_system_score_gemma":0.0002066417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000101004,"about_ca_topic_score_gemma":0.000002196267,"domain_scores_codex":[0.9946318,0.002680303,0.002008311,0.0001465333,0.0003259568,0.0002071142],"domain_scores_gemma":[0.9824689,0.01570694,0.001123632,0.0001506841,0.000483524,0.00006632626],"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":[0.3579453,0.001041571,0.0008418487,0.0000597363,0.6256346,0.00001534376,0.0009823575,0.0005506273,0.0001572473,0.001974163,0.001248006,0.009549198],"study_design_scores_gemma":[0.4814845,0.0002862108,0.001205475,0.0001245717,0.5094233,0.0004662493,0.0004357969,0.002702974,0.001107712,0.002486961,0.000152193,0.000124033],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073578,0.07685538,0.005338648,0.005093738,0.0001879719,0.004408208,0.00002032018,0.00001289434,0.0007250303],"genre_scores_gemma":[0.9967028,0.00236503,0.000368152,0.00004406303,0.000006720808,0.0001368611,0.00001539393,0.000005765442,0.0003551763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235392,"threshold_uncertainty_score":0.8182333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294503569668158,"score_gpt":0.3899903193629836,"score_spread":0.2605399623961678,"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."}}