{"id":"W1603334203","doi":"10.1111/trf.12178","title":"Comparative analysis of triplex nucleic acid test assays in United States blood donors","year":2013,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nat; Virology; Nucleic acid test; Hepatitis B virus; Serial dilution; Hepatitis C virus; Medicine; Hepatitis C; Blood donor; Human immunodeficiency virus (HIV); Immunology; Virus; Internal medicine; Pathology; Physics; Coronavirus disease 2019 (COVID-19)","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":[0.004345271,0.0002856813,0.0002570532,0.0006875025,0.0001904812,0.0006116906,0.0002576546,0.0003734069,0.0007545513],"category_scores_gemma":[0.009457002,0.0001713935,0.0001686396,0.000489246,0.0003105134,0.0001971093,0.0003570202,0.0002284945,0.0002140046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361583,"about_ca_system_score_gemma":0.0002317934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199514,"about_ca_topic_score_gemma":0.001193402,"domain_scores_codex":[0.9962534,0.001758872,0.0002874244,0.0005668551,0.0009720564,0.000161422],"domain_scores_gemma":[0.9905074,0.005770565,0.00140991,0.0005471775,0.001471825,0.0002930824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001152027,0.00006200223,0.9683436,0.00004923949,0.000106328,0.0001736821,0.0004121821,0.0005162056,0.008408502,0.00007913004,0.0001783014,0.02051876],"study_design_scores_gemma":[0.00003582268,0.002026277,0.9688899,0.00002659955,0.0001116704,0.002293976,0.0003473268,0.003191034,0.02165483,0.00007800096,0.001325819,0.00001867754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984237,0.0003020161,0.0005563071,0.00002445114,0.000008400599,0.000009294617,0.0001440836,0.00001627989,0.0005153888],"genre_scores_gemma":[0.999046,0.00005041179,0.000527693,0.00002518318,0.000005992509,0.000008559691,0.0002469676,0.0000020249,0.00008707677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004345271,"threshold_uncertainty_score":0.02298027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674263294243844,"score_gpt":0.2846326488880469,"score_spread":0.2578900159456085,"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."}}