{"id":"W3125940480","doi":"10.1007/s12195-020-00664-7","title":"Engineered Aptamers for Enhanced COVID-19 Theranostics","year":2021,"lang":"en","type":"review","venue":"Cellular and Molecular Bioengineering","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Aptamer; Repurposing; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biosafety; 2019-20 coronavirus outbreak; Pandemic; Computer science; Risk analysis (engineering); Medicine; Infectious disease (medical specialty); Biology; Virology; Biotechnology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000195305,0.0006280218,0.001091968,0.000169664,0.00009894817,0.00006378852,0.0002245001,0.0005958899,0.000001595292],"category_scores_gemma":[0.0003516239,0.0005892231,0.0007550979,0.0002284328,0.00008588051,0.000002771269,0.0001445206,0.0002017311,7.243391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065061,"about_ca_system_score_gemma":0.0002160868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001656826,"about_ca_topic_score_gemma":9.400012e-7,"domain_scores_codex":[0.9980819,0.00006561552,0.0004505678,0.0008324193,0.000135947,0.0004335882],"domain_scores_gemma":[0.9988127,0.00004546438,0.0001552479,0.0006002825,0.000090248,0.0002961055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001220662,0.00004603399,8.32469e-8,0.007995635,0.001040178,0.00006748531,0.00001922902,0.00008723974,0.7019883,0.0002564073,0.0004624977,0.2880247],"study_design_scores_gemma":[0.0001880937,0.00008342633,5.62611e-9,0.0006337721,0.0006192134,0.00003707518,0.00001472105,0.00006801311,0.2157731,0.000008394823,0.7819803,0.000593881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004024697,0.6285705,0.3706924,0.00001308822,0.0001013894,0.0004194908,0.00007866907,0.00005993655,0.00002423939],"genre_scores_gemma":[0.001504124,0.9806365,0.01482373,0.0001605527,0.0002176563,0.0001177914,0.002198368,0.000148738,0.0001924832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7815178,"threshold_uncertainty_score":0.9996559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889588062098158,"score_gpt":0.3043286922210929,"score_spread":0.2854328116001114,"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."}}