{"id":"W3164494753","doi":"10.1111/trf.16511","title":"Minipool testing for <scp>SARS‐CoV</scp>‐2 <scp>RNA</scp> in United States blood donors","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute","keywords":"Infectivity; Virology; Blood donations; Antibody; Viral load; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virus; Medicine; Coronavirus disease 2019 (COVID-19); Immunology; Biology; Internal medicine; Human immunodeficiency virus (HIV)","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"],"consensus_categories":[],"category_scores_codex":[0.000645419,0.0003477383,0.0005512558,0.0005960461,0.0001896588,0.00007472959,0.0002335958,0.0002805647,0.000006485994],"category_scores_gemma":[0.003126635,0.0003257947,0.0002030809,0.002014481,0.0001028448,0.0001389212,0.00006324084,0.0005945475,0.00004286566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009640955,"about_ca_system_score_gemma":0.0004974536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789796,"about_ca_topic_score_gemma":0.001217069,"domain_scores_codex":[0.9970331,0.0001501134,0.0005859477,0.0007101611,0.0006186496,0.0009020538],"domain_scores_gemma":[0.9956122,0.003231502,0.00007654719,0.0004838236,0.0004866907,0.0001092332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007055548,0.00080071,0.07177184,0.0007922811,0.000106156,0.0006242871,0.003625857,0.00001427054,0.9140604,0.00005099383,0.001267879,0.006814736],"study_design_scores_gemma":[0.007128705,0.0008157836,0.006038429,0.0006511782,0.0002099318,0.0001138046,0.003157987,0.003322797,0.8843027,0.0003881891,0.09377795,0.00009247526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923945,0.0008807912,0.0006292897,0.0003305264,0.0001703553,0.001101908,0.00005260781,0.0001837294,0.004256289],"genre_scores_gemma":[0.9584036,0.0007535125,0.005447454,0.03155413,0.0007085307,0.0005332408,0.0004733342,0.0003136773,0.001812546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09251007,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385395782965845,"score_gpt":0.3300485685806728,"score_spread":0.2761946107510143,"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."}}