{"id":"W4388557310","doi":"10.1093/milmed/usad110","title":"Ruggedized Self-Propelling Hemostatic Gauze Delivers Low Dose of Thrombin and Systemic Tranexamic Acid and Achieves High Survival in Swine With Junctional Hemorrhage","year":2023,"lang":"en","type":"article","venue":"Military Medicine","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Canadian Armed Forces; St. Michael's Hospital; Canada's Michael Smith Genome Sciences Centre; Royal Canadian Navy; University of British Columbia","funders":"Congressionally Directed Medical Research Programs; Canadian Institute for Military and Veteran Health Research","keywords":"Tranexamic acid; Medicine; Thrombin; Surgery; Anesthesia; Hemostatic Agent; Hemostasis; Blood loss; Internal medicine; Platelet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003671309,0.0004305495,0.0003814588,0.000283924,0.0001971008,0.0003319561,0.0003783709,0.0004371371,0.0006319823],"category_scores_gemma":[0.0002740431,0.0001326976,0.0004622765,0.0001119556,0.0003284662,0.0003266618,0.0002042111,0.0004600879,0.0001999256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366025,"about_ca_system_score_gemma":0.0002824646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189922,"about_ca_topic_score_gemma":0.001840333,"domain_scores_codex":[0.9998417,0.00002811632,0.00001463881,0.00003173055,0.00003412548,0.00004964115],"domain_scores_gemma":[0.9997522,0.00003501049,0.00007940423,0.00003010142,0.00003350005,0.00006975601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00230391,0.001879616,0.003376812,0.00008879482,0.00004974358,0.0003753493,0.00009047492,0.0003515422,0.9856693,0.00008071656,0.0002438291,0.005489985],"study_design_scores_gemma":[0.0003570598,0.08671119,0.02851684,0.00003180721,0.0001929283,0.001215847,0.0003158156,0.005124223,0.8749083,0.00006948187,0.002516185,0.00004045972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985385,0.000192955,0.0008642972,0.00004480226,0.0000222065,0.00004307975,0.00008687953,0.0000184889,0.0001886539],"genre_scores_gemma":[0.995949,0.0005076522,0.002035569,0.00009205646,0.00001256125,0.00007541836,0.0004356189,0.00001092197,0.000881158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001189922,"threshold_uncertainty_score":0.002442241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603886568673924,"score_gpt":0.2419659899390458,"score_spread":0.2259271242523065,"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."}}