{"id":"W3159684214","doi":"10.1111/vox.13100","title":"An international comparison of anti‐SARS‐COV‐2 assays used for seroprevalence surveys from blood component providers","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Héma-Québec","funders":"","keywords":"Seroprevalence; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Component (thermodynamics); Medicine; Antibody; Immunology; Serology; Internal medicine; Outbreak","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":[0.01478328,0.0005686822,0.0003771833,0.001784928,0.0002297513,0.001010108,0.0006784671,0.0006782228,0.0008475984],"category_scores_gemma":[0.01914659,0.0003752967,0.0004164457,0.001532799,0.0005618645,0.0007323966,0.0007986508,0.0004114908,0.0004538939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334314,"about_ca_system_score_gemma":0.0003415657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123053,"about_ca_topic_score_gemma":0.001351572,"domain_scores_codex":[0.9862472,0.008355001,0.001389245,0.001379854,0.00205296,0.0005757237],"domain_scores_gemma":[0.9774541,0.01076691,0.004215805,0.001500996,0.005410765,0.0006514865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006990769,0.00008201626,0.9661999,0.0002224415,0.0002658792,0.00009383018,0.001551883,0.000317793,0.004886262,0.0001688539,0.000530822,0.0249812],"study_design_scores_gemma":[0.00004076043,0.001049696,0.9895352,0.0001497686,0.0001558551,0.0008914006,0.001724203,0.001099432,0.003448433,0.00007951,0.001805434,0.0000203859],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917586,0.001972093,0.002450509,0.0001393326,0.00008357324,0.00008466376,0.0004916968,0.00003028121,0.00298927],"genre_scores_gemma":[0.9965481,0.0004792484,0.0020309,0.0001085012,0.0000186284,0.00004881755,0.0006030084,0.00001171305,0.0001510687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478328,"threshold_uncertainty_score":0.0781824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295876948279447,"score_gpt":0.410123660184974,"score_spread":0.3171648907021795,"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."}}