{"id":"W4408288250","doi":"10.1016/j.chest.2025.02.029","title":"Transfusion of Fresh Frozen Plasma and Platelets in Critically Ill Adults","year":2025,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute; Bruyère; University of Ottawa","funders":"","keywords":"Guideline; Critically ill; Fresh frozen plasma; Medicine; Intensive care medicine; Platelet; Clinical Practice; Emergency medicine; Platelet transfusion; Family medicine; Internal medicine; Pathology","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":[0.0005616479,0.0001968116,0.0004621139,0.0004259924,0.0003624002,0.000687546,0.0002457199,0.0009053836,0.00132616],"category_scores_gemma":[0.004844279,0.0001735966,0.0002548613,0.0004956243,0.0002889159,0.0005323105,0.0002890379,0.0009861501,0.0001280963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226295,"about_ca_system_score_gemma":0.0006512171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331055,"about_ca_topic_score_gemma":0.001574938,"domain_scores_codex":[0.9993744,0.0001945538,0.0001261382,0.00003829625,0.0001731972,0.00009337784],"domain_scores_gemma":[0.9987378,0.0004610503,0.0004323927,0.00002732074,0.00006987702,0.0002715648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006152589,0.0005253647,0.9132119,0.0004079552,0.0002278736,0.01554583,0.0008387989,0.0003398689,0.001669053,0.0008524859,0.003830292,0.05639814],"study_design_scores_gemma":[0.0002226137,0.003824924,0.9642057,0.0007092638,0.0002962873,0.0213306,0.002106851,0.001193474,0.001041198,0.000890121,0.004152022,0.00002690053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778565,0.01586515,0.0002212817,0.002255354,0.0002706971,0.00003634734,0.00008661633,0.000009124219,0.003399093],"genre_scores_gemma":[0.9943647,0.003769256,0.0002292912,0.000680144,0.0004699299,0.00001560962,0.0001043802,0.000002809712,0.0003638761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331055,"threshold_uncertainty_score":0.004436493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950491927037324,"score_gpt":0.251898867872551,"score_spread":0.2439483759455137,"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."}}