{"id":"W2528520635","doi":"10.1007/s11999-016-5112-9","title":"Cochrane in CORR ®: Topical Application of Tranexamic Acid for the Reduction of Bleeding (Review)","year":2016,"lang":"en","type":"letter","venue":"Clinical Orthopaedics and Related Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tranexamic acid; Medicine; Randomized controlled trial; Pulmonary embolism; Perioperative; Relative risk; Fibrinolysis; Myocardial infarction; Surgery; Clinical trial; Orthopedic surgery; Anesthesia; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848796,0.001564454,0.007085876,0.005899972,0.0004376927,0.002416337,0.001674358,0.001690405,0.02664957],"category_scores_gemma":[0.009065016,0.0007241246,0.005412943,0.006143749,0.0004108456,0.001468715,0.0009371342,0.002135602,0.002284155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905235,"about_ca_system_score_gemma":0.004027616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005954709,"about_ca_topic_score_gemma":0.01058321,"domain_scores_codex":[0.9985953,0.0004689317,0.0003418452,0.0001223796,0.0004018758,0.00006966413],"domain_scores_gemma":[0.9965406,0.002172723,0.0007094847,0.0000651897,0.0004091391,0.0001028305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008827875,0.00002561763,0.0001476588,0.8488475,0.007418402,0.00007595888,0.00005668137,0.0001144048,0.0003031186,0.0005437122,0.03053422,0.1110499],"study_design_scores_gemma":[0.002289554,0.0004353848,0.003856773,0.7007409,0.0658365,0.0007777978,0.0001540533,0.000283872,0.0006052986,0.001310085,0.2236316,0.00007822445],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.000331035,0.9956505,0.0001486973,0.0004759956,0.0007212384,0.0002970337,0.0008596386,0.0000479437,0.001467896],"genre_scores_gemma":[0.003776583,0.9922853,0.0004165379,0.001020995,0.0003137361,0.0003620394,0.0005355479,0.00002138243,0.001267888],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02664957,"threshold_uncertainty_score":0.08915168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09919567565204075,"score_gpt":0.449688966036989,"score_spread":0.3504932903849483,"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."}}