{"id":"W4280616398","doi":"10.1117/12.2607778","title":"Handheld Point-of-Care Device for the Quantification of Anti-SARS-CoV-2 Antibodies","year":2022,"lang":"en","type":"article","venue":"","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Point of care; Point-of-care testing; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Antibody; Coronavirus disease 2019 (COVID-19); Mobile device; Population; Antibody response; Virology; Immunology; Computer science; Internal medicine; Pathology; Disease","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":[0.0005677338,0.000738784,0.0005015016,0.0004226201,0.0001861129,0.000406097,0.001106271,0.001193407,0.002698562],"category_scores_gemma":[0.0007622282,0.0003008193,0.0003962022,0.0002045003,0.0002721502,0.0004119906,0.0002974961,0.0005367926,0.001318458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750501,"about_ca_system_score_gemma":0.0002495795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003710514,"about_ca_topic_score_gemma":0.000642627,"domain_scores_codex":[0.9990671,0.0001354792,0.00003561135,0.0002583062,0.0004550829,0.00004841014],"domain_scores_gemma":[0.9996092,0.0001713722,0.00007513247,0.00004501867,0.0000817732,0.00001757898],"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":[0.00006582732,0.00004944242,0.0002610022,0.0001220498,0.00001050431,0.00009047072,0.00002437842,0.00008580393,0.9898756,0.0001488952,0.000449475,0.008816498],"study_design_scores_gemma":[0.00001294662,0.0005504605,0.001903863,0.00001978347,0.00003353744,0.0008199465,0.00002544267,0.004271072,0.9882091,0.00006973358,0.004057596,0.00002645024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5994028,0.01060279,0.3701473,0.0009737309,0.001065092,0.001118848,0.00130648,0.004231974,0.01115097],"genre_scores_gemma":[0.7161761,0.003087419,0.2602156,0.001056125,0.000152119,0.0006409235,0.0004482914,0.0000926835,0.01813084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002698562,"threshold_uncertainty_score":0.0090276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432553549338955,"score_gpt":0.2738813744985815,"score_spread":0.239555839005192,"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."}}