{"id":"W2048260297","doi":"10.1097/pcc.0b013e3181fe344b","title":"Red blood cell transfusion thresholds in pediatric patients with sepsis*","year":2010,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Pediatric intensive care unit; Septic shock; Intensive care unit; Blood transfusion; Subgroup analysis; Organ dysfunction; Randomized controlled trial; Red Blood Cell Transfusion; Shock (circulatory); Pediatrics; Intensive care medicine; Internal medicine; Meta-analysis","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002898608,0.0003685983,0.0006081004,0.000636255,0.0001045752,0.00001401278,0.0001846818,0.0002542606,0.001181016],"category_scores_gemma":[0.0003157091,0.000262926,0.0001043903,0.001141586,0.0001608716,0.00009835363,0.00004813742,0.001036228,0.00002803099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003145051,"about_ca_system_score_gemma":0.0001165162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060691,"about_ca_topic_score_gemma":0.0002986089,"domain_scores_codex":[0.9969479,0.00005011423,0.0006070649,0.0006785204,0.0010966,0.000619744],"domain_scores_gemma":[0.9981737,0.0002341913,0.00004880189,0.0005360625,0.0004246172,0.0005826473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003469701,0.001611631,0.9918903,0.001727836,0.0000100364,0.000237047,0.0008855209,8.554643e-7,0.0002336781,0.0002530681,0.001525123,0.001277926],"study_design_scores_gemma":[0.02568555,0.004059556,0.9623078,0.00007507904,0.003821067,0.00001922769,0.0008131056,0.00001453113,0.0001738659,0.00008326933,0.002427592,0.0005193955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762213,0.0009688435,0.0001416242,0.006034039,0.0008727284,0.001129164,0.00001358062,0.0001476121,0.01447111],"genre_scores_gemma":[0.9952707,0.0008321989,0.0009032008,0.001020244,0.001623379,0.00006535276,0.0001034692,0.00006048058,0.0001209877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02958255,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007071400666121902,"score_gpt":0.2547279216077254,"score_spread":0.2476565209416035,"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."}}