{"id":"W4403072309","doi":"10.1093/clinchem/hvae106.584","title":"B-224 Rapid, Extraction-Free, and Portable Molecular Detection of HIV-1 and HCV Directly From Whole Blood","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Human immunodeficiency virus (HIV); Extraction (chemistry); Whole blood; Virology; Medicine; Chromatography; Chemistry; Immunology","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":[0.0006541562,0.0009051149,0.0004790182,0.00099567,0.0003009183,0.00089373,0.0007612043,0.001041098,0.002586789],"category_scores_gemma":[0.00058227,0.0005828542,0.0006519504,0.0004427856,0.0004120389,0.0004096932,0.0006280183,0.0007233195,0.003777459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365191,"about_ca_system_score_gemma":0.0004835782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005275342,"about_ca_topic_score_gemma":0.0006718622,"domain_scores_codex":[0.9988579,0.0002642547,0.00008810954,0.0002382306,0.000469391,0.00008215226],"domain_scores_gemma":[0.9996701,0.00006931059,0.00006041913,0.00006367064,0.00009136129,0.00004509442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007255099,0.00007055495,0.0007436405,0.0001280052,0.00001826103,0.00007818543,0.00002170885,0.0001840531,0.9840389,0.0001267743,0.0006522463,0.01386503],"study_design_scores_gemma":[0.00003672886,0.0004653174,0.005178872,0.00005222121,0.00005220493,0.001637423,0.00003406444,0.005763452,0.9740562,0.0002041431,0.01246114,0.00005816565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4716341,0.007910321,0.4932306,0.000750999,0.0005772025,0.00168896,0.004715752,0.00869541,0.0107967],"genre_scores_gemma":[0.4878812,0.003019304,0.4836501,0.0006900522,0.0001173792,0.001077644,0.007104446,0.0003803866,0.01607947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002586789,"threshold_uncertainty_score":0.008653641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082990644525632,"score_gpt":0.3104584734532227,"score_spread":0.2996285670079664,"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."}}