{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008180434,0.0004141636,0.0009421755,0.0003013714,0.0003875104,0.00004543134,0.0001622173,0.0001822763,0.0001611871],"category_scores_gemma":[0.002562766,0.000310236,0.0000940838,0.000570784,0.0004800605,0.0003250308,0.00006895004,0.0009450938,3.594413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319848,"about_ca_system_score_gemma":0.0001724571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007305921,"about_ca_topic_score_gemma":0.0003821285,"domain_scores_codex":[0.9964768,0.0004159827,0.0009673358,0.0007145024,0.0009161637,0.0005091676],"domain_scores_gemma":[0.9959255,0.003210951,0.00008531686,0.0002447705,0.0002268216,0.0003066151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01143571,0.0007625614,0.2018654,0.004486951,0.0001376822,0.002338158,0.1659262,0.00003650576,0.01822968,0.0005324417,0.0001470959,0.5941016],"study_design_scores_gemma":[0.03339715,0.006718354,0.7298687,0.0008091054,0.00194911,0.001385784,0.2181311,0.005423783,0.0004093276,0.0009578002,0.00002762208,0.0009221549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760568,0.008989008,0.001039452,0.01194511,0.0002719017,0.001233563,0.0002929697,0.00006618771,0.0001050279],"genre_scores_gemma":[0.9956853,0.001010084,0.001132115,0.001427747,0.0004923993,0.0001086975,0.00008904415,0.00005245225,0.000002184758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5931795,"threshold_uncertainty_score":0.999935,"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."}}