{"id":"W1523180374","doi":"10.1111/trf.12494","title":"Tranexamic acid: more evidence for its use in joint replacement surgery","year":2014,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Tranexamic acid; Placebo; Tourniquet; Anesthesia; Blood transfusion; Surgery; Knee replacement; Joint replacement; Randomized controlled trial; Arthroplasty; 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":[0.001055661,0.0005869147,0.001254362,0.0007260349,0.00009129195,0.00005048556,0.0001714918,0.0008410952,0.0004856673],"category_scores_gemma":[0.0001980041,0.0005170788,0.0006547734,0.0002952823,0.00005827117,0.000139664,0.00002097788,0.001354771,0.0000535941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801273,"about_ca_system_score_gemma":0.0001564585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003256307,"about_ca_topic_score_gemma":0.0002338763,"domain_scores_codex":[0.9961972,0.0001668429,0.001006784,0.001079266,0.0008375944,0.0007123033],"domain_scores_gemma":[0.998098,0.000613752,0.0001415909,0.000855938,0.0001470296,0.0001437373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001858792,0.0002884557,0.0005626642,0.007834364,0.0001618156,0.000666032,0.000472134,0.00001140902,0.0111777,0.00001916378,0.9707981,0.006149402],"study_design_scores_gemma":[0.005205803,0.0006677926,0.004392149,0.008206662,0.0009992768,0.0001007098,0.00003748832,0.0004135459,0.008157709,0.00001556658,0.9710051,0.0007981919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08205201,0.001029969,0.005506082,0.9023066,0.001134771,0.007436065,0.00004803786,0.0002571926,0.0002293146],"genre_scores_gemma":[0.06814667,0.007173736,0.0007298363,0.9132012,0.001735289,0.001115135,0.0008738394,0.0002609988,0.006763285],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01390534,"threshold_uncertainty_score":0.9997281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397518560057773,"score_gpt":0.3154557516505233,"score_spread":0.175703895644746,"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."}}