{"id":"W3118545496","doi":"10.1097/ta.0000000000003058","title":"The prehospital use of younger age whole blood is associated with an improved arrival coagulation profile","year":2021,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Interquartile range; Demographics; Fibrinogen; Multivariate analysis; Activated clotting time; Internal medicine; Reference range; Anesthesia; Emergency medicine; Anticoagulant; Demography","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":[0.0003040275,0.000236127,0.0003479105,0.0004433347,0.0001780016,0.0005260595,0.0001313407,0.0001904309,0.00245997],"category_scores_gemma":[0.001747218,0.00009293469,0.0002576028,0.0004738013,0.0001877673,0.0002701928,0.0002458048,0.0004188103,0.000303978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337272,"about_ca_system_score_gemma":0.0002724168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004604553,"about_ca_topic_score_gemma":0.0004443261,"domain_scores_codex":[0.9997823,0.00003458471,0.0000337388,0.00005169369,0.00005682772,0.00004087194],"domain_scores_gemma":[0.9970591,0.000255962,0.002157762,0.0001046959,0.0001624818,0.0002600776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005748038,0.00005233171,0.9874587,0.00004183655,0.00006979967,0.0003310558,0.00006739549,0.00005723971,0.003502948,0.00003116673,0.0001956841,0.007616965],"study_design_scores_gemma":[0.000005219794,0.0004526886,0.9972296,0.0000111374,0.00002903684,0.001220573,0.0000585962,0.00009070565,0.0005627497,0.00002337717,0.0003124986,0.000003665054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985147,0.0006298753,0.0002224941,0.00006225098,0.00001193451,0.000006232151,0.0001669592,0.000006871265,0.0003786539],"genre_scores_gemma":[0.9989029,0.000355238,0.0001931037,0.00004352129,0.00003301731,0.000005155287,0.0002599976,0.000003018911,0.0002040776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245997,"threshold_uncertainty_score":0.008229434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400576482164587,"score_gpt":0.2980525470357828,"score_spread":0.274046782214137,"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."}}