{"id":"W4212984327","doi":"10.21203/rs.3.rs-1350673/v1","title":"Evaluation of the BioMérieux VIDAS® HIV Duo Quick and Anti-HCV Assays for Dried Blood Spot Based Serosurveillance","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research","keywords":"Dried blood spot; Medicine; Human immunodeficiency virus (HIV); Serology; Dried blood; 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":[0.01331253,0.001103773,0.0006967252,0.001242124,0.000396972,0.002291022,0.001410208,0.001210348,0.001033611],"category_scores_gemma":[0.01517741,0.0005698142,0.000747692,0.0008042127,0.0004727093,0.0007472058,0.000806959,0.0009865096,0.0005070468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007355171,"about_ca_system_score_gemma":0.0007490816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307289,"about_ca_topic_score_gemma":0.005637873,"domain_scores_codex":[0.9816326,0.01036765,0.001101945,0.001570437,0.004917854,0.0004095069],"domain_scores_gemma":[0.9899557,0.004302544,0.002165612,0.0005193612,0.002531784,0.0005249289],"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":[0.004610943,0.001189514,0.8853847,0.0008485242,0.0006503625,0.000285997,0.0005816395,0.003649015,0.016642,0.00056225,0.003093852,0.08250119],"study_design_scores_gemma":[0.0004891059,0.01389774,0.8496316,0.0006877885,0.0009914776,0.005166685,0.00099615,0.07326561,0.03904537,0.0005871409,0.01507934,0.0001620521],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670863,0.01000948,0.01375719,0.0007816298,0.0004116638,0.0006866833,0.002536995,0.000261344,0.004468785],"genre_scores_gemma":[0.9777893,0.0008288498,0.01880475,0.0003702327,0.00008627889,0.0002041529,0.001241222,0.00002311621,0.0006520239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331253,"threshold_uncertainty_score":0.07040423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13275963130004,"score_gpt":0.4362486009075655,"score_spread":0.3034889696075256,"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."}}