{"id":"W2435822104","doi":"10.1111/trf.13632","title":"Transfusion‐transmissible infection monitoring system: a tool to monitor changes in blood safety","year":2016,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration","keywords":"Deferral; Medicine; Food and drug administration; Donation; Human immunodeficiency virus (HIV); Blood transfusion; Blood donor; Immunology; Intensive care medicine; Environmental health","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":[0.006779669,0.001325303,0.0008754949,0.008101164,0.0006808645,0.0021294,0.001238692,0.000969164,0.006467769],"category_scores_gemma":[0.01191507,0.0003754341,0.0003670482,0.003319028,0.0002670384,0.002306601,0.001384824,0.00105133,0.003879227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816978,"about_ca_system_score_gemma":0.001406743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451535,"about_ca_topic_score_gemma":0.003236082,"domain_scores_codex":[0.9952211,0.001400209,0.0006333811,0.0006210371,0.001989698,0.0001345071],"domain_scores_gemma":[0.9861671,0.003019473,0.003090394,0.0009340608,0.005855598,0.0009333618],"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":[0.001063243,0.001134417,0.3274285,0.0006478673,0.0002738149,0.0002486063,0.0006482854,0.002695978,0.007003349,0.003426218,0.1600307,0.4953991],"study_design_scores_gemma":[0.0006200792,0.003362127,0.4719522,0.001440821,0.0006481596,0.002208548,0.001214529,0.1205092,0.04196554,0.00873209,0.34691,0.0004366895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.3127549,0.01159342,0.3134277,0.01162167,0.002997963,0.009323111,0.1182391,0.1005384,0.1195037],"genre_scores_gemma":[0.6300628,0.004013814,0.2926924,0.004901793,0.001364682,0.006068495,0.04225758,0.0009307527,0.01770775],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008101164,"threshold_uncertainty_score":0.03585476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922019759855781,"score_gpt":0.2416581776128088,"score_spread":0.222437980014251,"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."}}