{"id":"W4402935570","doi":"10.1097/ta.0000000000004429","title":"Does early transfusion of cold-stored whole blood reduce the need for component therapy in civilian trauma patients? A systematic review","year":2024,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Blood component; Medicine; Blood transfusion; Transfusion therapy; Component (thermodynamics); Intensive care medicine; Whole blood; Cold war; Surgery; Political science; Law","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":[0.006502248,0.001210441,0.01121515,0.005557254,0.000576354,0.002239317,0.002136947,0.002239525,0.004169118],"category_scores_gemma":[0.03504661,0.001018851,0.01014653,0.006602808,0.0008220162,0.001997252,0.001075329,0.001129871,0.0002595729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218798,"about_ca_system_score_gemma":0.008250494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007534743,"about_ca_topic_score_gemma":0.01856912,"domain_scores_codex":[0.9944909,0.001858526,0.002223025,0.0004650625,0.000783342,0.0001791964],"domain_scores_gemma":[0.9788817,0.01466979,0.00420798,0.0003058534,0.001672762,0.0002618579],"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":[0.0003820487,0.00002024471,0.0007746593,0.969458,0.01668344,0.00006597951,0.0001185277,0.00005912972,0.0001033143,0.00005782585,0.0004976616,0.01177917],"study_design_scores_gemma":[0.0008903684,0.0005826454,0.006634797,0.7425525,0.2405786,0.0002914843,0.0003024623,0.0001441415,0.0002540059,0.0001834765,0.007536002,0.00004954797],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003638454,0.994472,0.0001887345,0.0002516598,0.0001213865,0.0006346611,0.0004525949,0.00001393848,0.0002265352],"genre_scores_gemma":[0.04520456,0.9511381,0.000909585,0.0007570614,0.000120119,0.001400518,0.0003123781,0.00000902683,0.000148654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01121515,"threshold_uncertainty_score":0.03438765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079340317695624,"score_gpt":0.3498734590029274,"score_spread":0.3190800558259712,"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."}}