{"id":"W1989415835","doi":"10.1111/j.1423-0410.2004.00544.x","title":"External quality assessment for the detection of blood‐borne viruses in plasma by nucleic acid amplification technology: the first human immunodeficiency virus and hepatitis B virus studies (HIV EQA/1 and HBV EQA/1) and the fifth hepatitis C virus study (HCV EQA/5)","year":2004,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Virology; Hepatitis B virus; Human immunodeficiency virus (HIV); Nucleic acid; Virus; Hepatitis B; Hepatitis C virus; External quality assessment; Medicine; Biology; Pathology","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":[0.06765558,0.001025936,0.0005433562,0.001594649,0.001086088,0.001669086,0.001505437,0.00126111,0.001420076],"category_scores_gemma":[0.04699343,0.0003744593,0.0009474412,0.0009305222,0.002149466,0.0007016296,0.00164332,0.0007140788,0.0005595679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662373,"about_ca_system_score_gemma":0.001375368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404219,"about_ca_topic_score_gemma":0.001065703,"domain_scores_codex":[0.9452052,0.03194157,0.005521664,0.004890069,0.01176276,0.0006788233],"domain_scores_gemma":[0.952036,0.01753628,0.01162673,0.005750571,0.01220151,0.0008488874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002308736,0.0006204054,0.9423348,0.0004197669,0.000521209,0.0000566279,0.00208049,0.0005087008,0.01584755,0.0005900324,0.000922433,0.0337893],"study_design_scores_gemma":[0.0005019903,0.008799486,0.9127612,0.0003886527,0.0004923354,0.0009770369,0.001147618,0.004744905,0.05982652,0.0005791198,0.009679717,0.0001014121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953976,0.002054061,0.03445058,0.0004105657,0.0002192127,0.002281987,0.001314201,0.0001336824,0.005159651],"genre_scores_gemma":[0.9809335,0.0001512989,0.0154801,0.0003483818,0.00006891822,0.0008189368,0.001514519,0.0000415769,0.0006427875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06765558,"threshold_uncertainty_score":0.3578012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213144465642481,"score_gpt":0.3778646394171064,"score_spread":0.3257331947606815,"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."}}