{"id":"W3178834015","doi":"10.1002/admt.202100341","title":"Ultrasensitive Biomolecule‐Less Nanosensor Based on β‐Cyclodextrin/Quinoline Decorated Graphene Oxide toward Prompt and Differentiable Detection of Corona and Influenza Viruses","year":2021,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nanosensor; Biomolecule; Materials science; Nanotechnology; Detection limit; Graphene; Virology; Biology; Chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008409548,0.0002512822,0.0005116455,0.0002822412,0.00008557643,0.00003257188,0.00004687655,0.0002014831,0.000004560756],"category_scores_gemma":[0.00105266,0.0002225013,0.00003668096,0.0004139091,0.0002584271,0.00009289946,0.00007322828,0.0001206434,0.000001386198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003332605,"about_ca_system_score_gemma":0.00003536908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003889602,"about_ca_topic_score_gemma":0.00001825072,"domain_scores_codex":[0.9987217,0.00004862807,0.0003920736,0.0004436598,0.000148769,0.0002451656],"domain_scores_gemma":[0.9990539,0.000144349,0.0002336184,0.0002938877,0.0002450962,0.00002912369],"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":[0.0006326823,0.00009921874,0.001365389,0.0002253756,0.00003797932,0.00007094035,0.00001780736,0.000005238909,0.9864901,0.00004448231,8.129598e-7,0.01100995],"study_design_scores_gemma":[0.002100382,0.0004671257,0.007814894,0.0003231452,0.00007497639,0.0001253122,0.0006408053,0.00008103015,0.9876327,0.0004587643,0.00007370579,0.000207175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971819,0.0005044368,0.0009081946,0.00006804802,0.0001143494,0.0003983171,0.00005031021,0.0007517703,0.00002266069],"genre_scores_gemma":[0.9953649,0.0001402292,0.004082753,0.0003107049,0.000008877663,0.00004591648,0.00001181412,0.00003111249,0.000003696702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080278,"threshold_uncertainty_score":0.9073341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247808377694415,"score_gpt":0.2915429245364264,"score_spread":0.2590648407594823,"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."}}