{"id":"W3038096244","doi":"10.1111/trf.15855","title":"Individual‐ and hospital‐level correlates of red blood cell, platelet, and plasma transfusions among hospitalized children and neonates: a nationally representative study in the United States","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Confidence interval; Odds ratio; Logistic regression; Blood transfusion; Pediatrics; Platelet transfusion; Platelet; Internal medicine","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":[0.001403966,0.0002161944,0.000432754,0.0009177156,0.0003264181,0.0005021483,0.0004594055,0.0003908443,0.000477735],"category_scores_gemma":[0.003275496,0.0003191671,0.0004496522,0.001626603,0.0002985109,0.0003896767,0.0005581867,0.0004932332,0.0001007978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682366,"about_ca_system_score_gemma":0.0006747353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751737,"about_ca_topic_score_gemma":0.02521539,"domain_scores_codex":[0.998737,0.0003498625,0.0002609639,0.0002493823,0.0002658092,0.0001368737],"domain_scores_gemma":[0.9969149,0.0004905652,0.001723812,0.0001916965,0.0003870886,0.0002919891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008500527,0.0000094508,0.9995226,0.000006295446,0.00002692123,0.00001324449,0.00003493132,0.00001583369,0.00002271124,0.000004581542,0.00006299281,0.0002719869],"study_design_scores_gemma":[0.000001264264,0.00002077301,0.9994913,0.000008142216,0.00001271513,0.00009201309,0.0001987634,0.00006020559,0.00002032707,0.000004168758,0.00008867795,0.000001659602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981565,0.0002737157,0.00008276395,0.00003950216,0.000003967165,0.00001064468,0.001247063,0.000003371709,0.0001824804],"genre_scores_gemma":[0.9982312,0.0002418689,0.0001838144,0.00005342086,0.000006114294,0.00002636562,0.001207143,0.000002258344,0.00004787669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751737,"threshold_uncertainty_score":0.03483081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704249129415922,"score_gpt":0.2461940838172423,"score_spread":0.2291515925230831,"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."}}