{"id":"W4280594464","doi":"10.1016/j.jogc.2022.02.046","title":"TXA Use in the Postpartum Period Since the WOMAN Trial","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tranexamic acid; Postpartum period; Obstetrics; Period (music); Randomized controlled trial; Pregnancy; Internal medicine; Surgery; Blood loss","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004925106,0.00007865285,0.0003902254,0.00008052604,0.0003453762,0.000492165,0.000163235,0.0003842206,0.002521157],"category_scores_gemma":[0.002399599,0.00007691032,0.0004531404,0.0003273486,0.0001203197,0.0001702036,0.0001091985,0.001071846,0.0001193235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007389132,"about_ca_system_score_gemma":0.002490091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009049592,"about_ca_topic_score_gemma":0.02337351,"domain_scores_codex":[0.9997062,0.0001268923,0.00001949846,0.00002782421,0.00003412505,0.00008540449],"domain_scores_gemma":[0.9991611,0.0002469527,0.0001745771,0.0000500283,0.00004967544,0.0003175981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2584868,0.002055037,0.4210253,0.002202146,0.005382584,0.002691148,0.0005351168,0.0008953122,0.004353227,0.005488848,0.04712972,0.2497547],"study_design_scores_gemma":[0.02908204,0.02742528,0.8548017,0.001934902,0.005160851,0.002096325,0.0009191008,0.001166539,0.001626836,0.001174676,0.07455851,0.00005318076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433908,0.03172569,0.0001315335,0.006292646,0.001174062,0.0001330286,0.002031532,0.00001077073,0.01510978],"genre_scores_gemma":[0.9814074,0.01142193,0.0000881942,0.001807526,0.0005299131,0.0001066928,0.0008283123,0.000004266728,0.003805727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009049592,"threshold_uncertainty_score":0.01799387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813749923225134,"score_gpt":0.2313812393430937,"score_spread":0.2132437401108424,"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."}}