{"id":"W4205482928","doi":"10.1097/pcc.0000000000002855","title":"Plasma and Platelet Transfusion Strategies in Critically Ill Children Following Severe Trauma, Traumatic Brain Injury, and/or Intracranial Hemorrhage: From the Transfusion and Anemia EXpertise Initiative–Control/Avoidance of Bleeding","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Critically ill; Anemia; Platelet transfusion; Platelet; Intracranial bleeding; Severe bleeding; Intracranial Hemorrhages; Traumatic brain injury","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":[0.03414213,0.00121392,0.004605013,0.005357942,0.000790943,0.002619976,0.002918084,0.003651517,0.00116719],"category_scores_gemma":[0.09766375,0.0009199252,0.007326412,0.003245161,0.00103327,0.002076981,0.001671407,0.002877386,0.0001875669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005147448,"about_ca_system_score_gemma":0.01934466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890634,"about_ca_topic_score_gemma":0.01859981,"domain_scores_codex":[0.9760432,0.009756945,0.008144571,0.00114825,0.004325763,0.0005812037],"domain_scores_gemma":[0.9325681,0.04305501,0.01507419,0.0007101768,0.007654901,0.0009376042],"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":[0.0008304432,0.00006647237,0.003074195,0.7734603,0.009278995,0.0001813532,0.0008977395,0.0006472811,0.0004294952,0.001413417,0.008709301,0.201011],"study_design_scores_gemma":[0.001806169,0.0004724502,0.008701578,0.9121942,0.03780035,0.0004310936,0.0008898334,0.000403022,0.0005255454,0.001474699,0.03521198,0.00008906204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003050009,0.9901286,0.0005486125,0.004091601,0.0005558216,0.0006217632,0.0002287003,0.00001214118,0.000762766],"genre_scores_gemma":[0.05488525,0.9282897,0.008440359,0.005506517,0.0004214197,0.001674821,0.0005706531,0.000009947687,0.0002014339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03414213,"threshold_uncertainty_score":0.180563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772844902530702,"score_gpt":0.2949290037554818,"score_spread":0.2772005547301748,"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."}}