{"id":"W2078880410","doi":"10.1016/j.talanta.2011.04.008","title":"Label-free detection of HIV-2 antibodies in serum with an ultra-high frequency acoustic wave sensor","year":2011,"lang":"en","type":"article","venue":"Talanta","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosensor; Chemistry; Bioanalysis; Wafer; Human immunodeficiency virus (HIV); Monoclonal antibody; Nanotechnology; Piezoelectricity; Antibody; Chromatography; Virology; Acoustics; Biochemistry; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006403703,0.0001847317,0.0002350656,0.0001888326,0.00002270845,0.000006651701,0.0002129894,0.0001463194,0.00002874963],"category_scores_gemma":[0.00005837714,0.0001595715,0.00001801378,0.0002267423,0.000114551,0.000146788,0.00002261674,0.0002093782,0.00001077382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005773261,"about_ca_system_score_gemma":0.00001098191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838058,"about_ca_topic_score_gemma":0.0005291515,"domain_scores_codex":[0.9991644,0.00001470077,0.0002086347,0.0001818979,0.0001453153,0.0002850521],"domain_scores_gemma":[0.9993814,0.00003317816,0.00004639742,0.0004658089,0.00003631897,0.00003695854],"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":[0.00006704292,0.00009822095,0.01884987,0.0002989265,0.00007361393,0.0002236063,0.0008876277,0.0008432764,0.9740345,0.0002336397,0.00003514058,0.004354523],"study_design_scores_gemma":[0.0008826216,0.0003350121,0.08767648,0.000126464,0.00005765482,0.0001436288,0.001390667,0.005472069,0.9020992,0.00140709,0.000005090032,0.0004040287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952193,0.000125695,0.001573631,0.00000683821,0.00008574297,0.0001542689,0.0000955049,0.0006101881,0.002128821],"genre_scores_gemma":[0.9977793,0.00009278223,0.002019493,0.00000373536,0.0000184493,0.000009566672,0.000005633225,0.00004292576,0.00002816494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07193533,"threshold_uncertainty_score":0.6507138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705379386813755,"score_gpt":0.2018701010863477,"score_spread":0.1848163072182102,"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."}}