{"id":"W3214494474","doi":"10.1182/blood-2021-145294","title":"The Impact of Revised Definitions for TACO and TRALI on Hemovigilance Reporting","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transfusion-related acute lung injury; Exact test; Demographics; Blood transfusion; Intensive care medicine; Pediatrics; Emergency medicine; Internal medicine; Lung; Pulmonary edema","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.165215,0.0008441391,0.001014511,0.00673742,0.0007679617,0.006312166,0.005026747,0.001554472,0.001713339],"category_scores_gemma":[0.3575381,0.0006632023,0.001694243,0.00717391,0.002134928,0.00602353,0.005922733,0.002880318,0.0004298718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006006217,"about_ca_system_score_gemma":0.006332854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274134,"about_ca_topic_score_gemma":0.006837726,"domain_scores_codex":[0.7306087,0.1456369,0.06677918,0.00859977,0.04420456,0.004170961],"domain_scores_gemma":[0.4478964,0.2047645,0.2263905,0.03214959,0.0844813,0.004317817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007890953,0.0002196371,0.8609204,0.001492001,0.0003149536,0.0004953248,0.004631327,0.003103998,0.0008020081,0.005408443,0.01042911,0.1113936],"study_design_scores_gemma":[0.0001562787,0.00136093,0.9387224,0.004438523,0.0004619917,0.003922102,0.006051161,0.01124919,0.002710731,0.002149393,0.02853162,0.0002457671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748824,0.02476376,0.02928227,0.0405287,0.00240491,0.002103892,0.007327259,0.0004682626,0.01823856],"genre_scores_gemma":[0.9573536,0.004886854,0.02642233,0.003908506,0.000849924,0.000979174,0.004849432,0.00009978606,0.000650412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165215,"threshold_uncertainty_score":0.873751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703792468134859,"score_gpt":0.3404708340227959,"score_spread":0.27009158720931,"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."}}