{"id":"W2296286733","doi":"10.1111/trf.13503","title":"AABB Committee Report: reducing transfusion‐transmitted cytomegalovirus infections","year":2016,"lang":"en","type":"review","venue":"Transfusion","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; Canadian Blood Services","funders":"","keywords":"Cytomegalovirus; Medicine; Blood transfusion; Virology; Cytomegalovirus infections; Intensive care medicine; Immunology; Human cytomegalovirus; Virus; Viral disease; Herpesviridae","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001261804,0.001281782,0.004051367,0.001601628,0.0007581591,0.0001267333,0.0005048391,0.001499081,0.006937818],"category_scores_gemma":[0.0001550416,0.000899424,0.002643477,0.00190789,0.0003549707,0.0002775503,0.00007940297,0.002543392,0.001743047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064503,"about_ca_system_score_gemma":0.001720997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432331,"about_ca_topic_score_gemma":0.0003768073,"domain_scores_codex":[0.9927509,0.0004731471,0.002318622,0.001738771,0.001407116,0.001311469],"domain_scores_gemma":[0.9957922,0.0005957855,0.0003738483,0.002000402,0.0003492694,0.0008885714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001872277,0.0006697244,0.00003869858,0.01448396,0.0005543947,0.001751967,0.0002206945,2.480092e-7,0.0004072978,0.0000955665,0.003424783,0.9781654],"study_design_scores_gemma":[0.002081897,0.0004840915,0.00005524746,0.03217686,0.001957716,0.004945596,0.00001341859,0.000005745817,0.0001077205,0.00005538777,0.9571905,0.0009258711],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005295406,0.9708036,0.001630034,0.000726112,0.0009557584,0.004496126,0.0003545173,0.0006601054,0.01984423],"genre_scores_gemma":[0.0001713002,0.9880472,0.0001874442,0.000106477,0.001124704,0.0007510878,0.0004675948,0.0003862766,0.008757938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772395,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285753663082219,"score_gpt":0.3622889299820296,"score_spread":0.3094313933512073,"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."}}