{"id":"W2474123958","doi":"10.2174/1874613601610010158","title":"Evaluation of the Upgraded Version 2.0 of the Roche COBAS® AmpliPrep/COBAS® TaqMan HIV-1 Qualitative Assay in Central African Children","year":2016,"lang":"en","type":"article","venue":"The Open AIDS Journal","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); TaqMan; Virology; Biology; Genetics; Real-time polymerase chain reaction","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":[0.01208378,0.001485212,0.0008390973,0.001401709,0.0003980235,0.001485666,0.001544753,0.001639655,0.00104456],"category_scores_gemma":[0.01257167,0.0009861811,0.0005433319,0.001011034,0.0008752759,0.0005111824,0.0007509076,0.0008972274,0.0004094627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009701992,"about_ca_system_score_gemma":0.001098973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285214,"about_ca_topic_score_gemma":0.003356432,"domain_scores_codex":[0.9842635,0.007161064,0.0009466512,0.002894115,0.004181492,0.0005532214],"domain_scores_gemma":[0.9938512,0.002371245,0.001209669,0.0004368514,0.001841494,0.0002896181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01421056,0.001141021,0.5984095,0.001893372,0.0005669977,0.001278827,0.003310653,0.004913381,0.2458541,0.0006340007,0.001652924,0.1261348],"study_design_scores_gemma":[0.0008552853,0.02763113,0.6848449,0.0006027315,0.001226255,0.01311071,0.001314774,0.01725956,0.2371995,0.0002550048,0.01543016,0.0002699565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824523,0.00500455,0.008692732,0.0002180857,0.0001841855,0.0004943057,0.001166567,0.0002454186,0.00154182],"genre_scores_gemma":[0.9679587,0.0009141381,0.02840441,0.0001835876,0.00005637061,0.0003955933,0.001210285,0.00004603373,0.0008309034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208378,"threshold_uncertainty_score":0.06390589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468874421321695,"score_gpt":0.3495424402023133,"score_spread":0.3026549980701438,"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."}}