{"id":"W4283020232","doi":"10.1038/s41598-022-14041-z","title":"Evaluation of the bioMérieux VIDAS HIV Duo Quick and Anti-HCV assays for dried blood spot based serosurveillance","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Manitoba; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research","keywords":"Dried blood spot; Medicine; Human immunodeficiency virus (HIV); Dried blood; Serology; Virology; Immunology; Antibody; Chromatography; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03244145,0.001464549,0.001269033,0.001822553,0.0005212961,0.003638617,0.00220969,0.001902865,0.001107729],"category_scores_gemma":[0.03394528,0.0007719778,0.001320771,0.001382427,0.0007431447,0.001303776,0.001146007,0.001593095,0.0005565367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406656,"about_ca_system_score_gemma":0.00166482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00511208,"about_ca_topic_score_gemma":0.008885785,"domain_scores_codex":[0.9663186,0.01901004,0.001889325,0.002780244,0.009289619,0.0007122097],"domain_scores_gemma":[0.9746147,0.01204289,0.004149021,0.001212268,0.006852668,0.001128409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008266935,0.001718632,0.7972691,0.001709507,0.001327061,0.0003828304,0.00105601,0.01083064,0.02378002,0.001679491,0.005114009,0.1468657],"study_design_scores_gemma":[0.0008717914,0.024145,0.7051792,0.001420533,0.002133319,0.006926079,0.001549892,0.1603754,0.0547967,0.001509925,0.04074716,0.0003450491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221681,0.02281354,0.03330586,0.003038239,0.000944788,0.001495914,0.004664535,0.0006296431,0.01093943],"genre_scores_gemma":[0.9405441,0.002244174,0.05157156,0.00104997,0.0001838369,0.0004306976,0.002544878,0.00006913503,0.001361654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244145,"threshold_uncertainty_score":0.1715689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915341790966555,"score_gpt":0.2848095117879612,"score_spread":0.2556560938782957,"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."}}