{"id":"W4206319700","doi":"10.1097/pcc.0000000000002857","title":"Plasma and Platelet Transfusion Strategies in Critically Ill Children With Malignancy, Acute Liver Failure and/or Liver Transplantation, or Sepsis: From the Transfusion and Anemia EXpertise Initiative–Control/Avoidance of Bleeding","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Critically ill; Sepsis; Anemia; Liver failure; Platelet transfusion; Platelet; Blood transfusion","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":[0.04408848,0.001411462,0.00424283,0.005166123,0.0009172562,0.002970405,0.003411809,0.004281047,0.001272043],"category_scores_gemma":[0.1064363,0.0008859707,0.008811638,0.002791981,0.001117102,0.002162248,0.002126944,0.003848618,0.0002147556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006016431,"about_ca_system_score_gemma":0.02142869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009153308,"about_ca_topic_score_gemma":0.01737688,"domain_scores_codex":[0.9658319,0.01456583,0.01052717,0.001318299,0.006904515,0.0008523833],"domain_scores_gemma":[0.9292203,0.04329308,0.0150884,0.0007983742,0.01033398,0.001265812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001237693,0.0001140563,0.003852837,0.6674532,0.01128545,0.0002201876,0.001198289,0.001154979,0.0005473191,0.002567351,0.01806639,0.2923022],"study_design_scores_gemma":[0.002962205,0.0005469334,0.01006342,0.888751,0.03322029,0.0004693061,0.00109361,0.000722394,0.0006400679,0.002460802,0.0589392,0.0001307754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003657991,0.9803517,0.0009864058,0.01091641,0.001102337,0.001047527,0.0002992087,0.00001879357,0.001619561],"genre_scores_gemma":[0.07974808,0.8861132,0.01649954,0.01246601,0.0009702047,0.0028628,0.0008973593,0.00001560407,0.0004273725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04408848,"threshold_uncertainty_score":0.233165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268460850262234,"score_gpt":0.2575853255205511,"score_spread":0.2449007170179287,"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."}}