{"id":"W2008349148","doi":"10.1016/j.jcv.2004.12.012","title":"Comprehensive comparison of the VERSANT® HIV-1 RNA 3.0 (bDNA) and COBAS AMPLICOR HIV-1 MONITOR® 1.5 assays on 1000 clinical specimens","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"","keywords":"BDNA test; Viral load; Concordance; Virology; Population; Human immunodeficiency virus (HIV); Viremia; Biology; Lentivirus; Virus; Immunology; Molecular biology; Viral disease; Medicine; Bioinformatics","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":[0.00797406,0.001091754,0.0009523025,0.002250999,0.0007800388,0.001321093,0.0006982227,0.00140029,0.00156817],"category_scores_gemma":[0.01177246,0.00103471,0.0005393799,0.001229067,0.00110573,0.0006393428,0.0008109296,0.0007834545,0.001034383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005424835,"about_ca_system_score_gemma":0.0006285632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261451,"about_ca_topic_score_gemma":0.004329822,"domain_scores_codex":[0.9903786,0.001974087,0.0006921098,0.002252824,0.004292396,0.0004100155],"domain_scores_gemma":[0.9929162,0.003963338,0.0004111894,0.0007035047,0.001826052,0.0001797438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005016305,0.0008590092,0.2738546,0.001265332,0.000964216,0.0003844435,0.002482633,0.00209088,0.5673648,0.0007836008,0.002544328,0.1423898],"study_design_scores_gemma":[0.0001931702,0.003738425,0.6360771,0.000216755,0.000956575,0.003344895,0.0005683481,0.006833651,0.3345755,0.00055101,0.01281102,0.0001335319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640951,0.007016211,0.01956307,0.0002941915,0.0001759164,0.0003370119,0.003473742,0.0006508934,0.004393686],"genre_scores_gemma":[0.9664475,0.001466419,0.02295674,0.0003858618,0.00008984171,0.0002802275,0.006063492,0.0001793016,0.002130595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00797406,"threshold_uncertainty_score":0.04217136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001430170206083,"score_gpt":0.4271291378922096,"score_spread":0.3269861208716014,"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."}}