{"id":"W2320735591","doi":"10.1097/ta.0000000000000173","title":"Feasibility and transport of packed red blood cells into Special Forces operational conditions","year":2014,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Canadian Armed Forces; Toronto Public Health","funders":"","keywords":"Hemolysis; Packed red blood cells; Potassium; Chemistry; Medicine; Andrology; Surgery; Blood transfusion; Internal medicine","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":[0.0003642275,0.0003914556,0.0002330425,0.0001282651,0.000318146,0.0008610053,0.0004409718,0.0003482769,0.001117845],"category_scores_gemma":[0.0005448309,0.0001144262,0.0002610113,0.0001275279,0.0003208842,0.0003803179,0.0003790357,0.0004865651,0.0003256537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691441,"about_ca_system_score_gemma":0.000392122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001924873,"about_ca_topic_score_gemma":0.001048028,"domain_scores_codex":[0.9996803,0.00006918733,0.00002514417,0.00007028197,0.00009457941,0.00006049366],"domain_scores_gemma":[0.999687,0.0000346922,0.00009446078,0.00004597346,0.00008800986,0.00004986776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001594278,0.0001287856,0.01098831,0.0001209965,0.00002500152,0.0001912059,0.0002391145,0.0003589712,0.9788679,0.0001073146,0.0001316874,0.007246603],"study_design_scores_gemma":[0.00006258862,0.007870775,0.05820252,0.00004657108,0.0001177471,0.00103308,0.0007322419,0.003541534,0.9247654,0.0001271809,0.003479036,0.00002124517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967054,0.0003613952,0.00220301,0.00005920508,0.00003211731,0.00004603299,0.0000938381,0.00002077535,0.0004783001],"genre_scores_gemma":[0.9972031,0.0002021142,0.001832421,0.00003231308,0.00001365374,0.00002841009,0.0002925815,0.000007346405,0.0003879685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001924873,"threshold_uncertainty_score":0.003827333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773810027275336,"score_gpt":0.3120481682527644,"score_spread":0.294310067980011,"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."}}