{"id":"W4400428177","doi":"10.5114/kitp.2024.141154","title":"Systematic review and meta-analysis of tranexamic acid and epsilon aminocaproic acid in pediatric heart surgery","year":2024,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tranexamic acid; Aminocaproic acid; Epsilon-Aminocaproic Acid; Medicine; Surgery; Blood loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01469281,0.002118696,0.01475742,0.005069504,0.0007460063,0.00255303,0.00150158,0.00193702,0.00367694],"category_scores_gemma":[0.03798863,0.001242262,0.03295931,0.006641006,0.0005135973,0.001496424,0.001520602,0.001959613,0.0003173796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270435,"about_ca_system_score_gemma":0.004942059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047691,"about_ca_topic_score_gemma":0.02188007,"domain_scores_codex":[0.9872571,0.006498563,0.003328535,0.001041108,0.001471082,0.0004035871],"domain_scores_gemma":[0.9790773,0.01490853,0.002950474,0.0008220831,0.002011471,0.0002301258],"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":[0.002586059,0.00003908427,0.00812648,0.4319231,0.534098,0.0001987943,0.00009905257,0.0005635835,0.000253131,0.0002374288,0.002385608,0.01948964],"study_design_scores_gemma":[0.0007123041,0.0001878679,0.007178295,0.04080765,0.947326,0.0001120621,0.00005162165,0.0002508894,0.0001477086,0.000293445,0.002900134,0.00003207524],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003852566,0.9937634,0.0003583118,0.0003700455,0.0002315775,0.0002564836,0.000911149,0.00001729855,0.0002391501],"genre_scores_gemma":[0.1403816,0.8513363,0.002320447,0.001367399,0.0004147593,0.001819633,0.001884701,0.00002758325,0.0004476591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01475742,"threshold_uncertainty_score":0.07770395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695176722987189,"score_gpt":0.3264940141187666,"score_spread":0.2795422468888947,"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."}}