{"id":"W2029028610","doi":"10.1373/clinchem.2009.124743","title":"A Commutable Cytomegalovirus Calibrator Is Required to Improve the Agreement of Viral Load Values between Laboratories","year":2009,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; Emory University","keywords":"Viral load; Calibration; Medicine; Statistics; Virology; Human immunodeficiency virus (HIV); Mathematics","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":[0.06574224,0.001196199,0.001692235,0.002023985,0.001403466,0.003802736,0.003446385,0.003028294,0.002502801],"category_scores_gemma":[0.1173488,0.0009883345,0.001145711,0.002476365,0.003271197,0.003220719,0.001864584,0.001914839,0.00196576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202358,"about_ca_system_score_gemma":0.003400834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171594,"about_ca_topic_score_gemma":0.003539117,"domain_scores_codex":[0.9200076,0.03894231,0.00605284,0.009587027,0.02446601,0.0009442912],"domain_scores_gemma":[0.8345992,0.07410831,0.01665004,0.0350675,0.03863971,0.0009351876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002455054,0.001741512,0.2363466,0.002672628,0.000622621,0.0004194206,0.004451255,0.02164931,0.3442883,0.01040443,0.01128959,0.3636594],"study_design_scores_gemma":[0.000553412,0.004919382,0.2488713,0.0017058,0.0008254502,0.002626955,0.002160416,0.08060898,0.5670995,0.0132352,0.07671456,0.0006790991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1651892,0.002340993,0.818862,0.001434076,0.0006683005,0.001113551,0.0006034158,0.004877792,0.004910691],"genre_scores_gemma":[0.3789301,0.0003789608,0.6164935,0.001070825,0.0001361833,0.0008724973,0.0007462907,0.0005459852,0.0008257027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06574224,"threshold_uncertainty_score":0.3476824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285475525308681,"score_gpt":0.3907836535267822,"score_spread":0.3379288982736954,"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."}}