{"id":"W4205569270","doi":"10.1016/j.ab.2022.114546","title":"Outlook of therapeutic and diagnostic competency of nanobodies against SARS-CoV-2: A systematic review","year":2022,"lang":"en","type":"review","venue":"Analytical Biochemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibody; Coronavirus disease 2019 (COVID-19); Virology; Virus; Medicine; Immunology; Biology; Pathology; Infectious disease (medical specialty); 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":[0.0004220763,0.0004419786,0.004673993,0.0001205683,0.00005098442,0.000008070869,0.0003340394,0.0001999935,0.0001777322],"category_scores_gemma":[0.001902558,0.00029367,0.000991345,0.0004088869,0.000494006,0.00001493899,0.0002992241,0.000556498,0.00001239854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007025226,"about_ca_system_score_gemma":0.0005043029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610558,"about_ca_topic_score_gemma":4.247337e-7,"domain_scores_codex":[0.9968413,0.0001840796,0.001486144,0.0004456072,0.0007278998,0.0003150275],"domain_scores_gemma":[0.9964133,0.00211571,0.0005467374,0.0006510394,0.0001362135,0.0001370387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001192722,0.0001669637,0.00001677363,0.9839199,0.001137251,0.00007841239,0.000008463525,5.003926e-9,0.00017212,0.0001525569,0.0003974183,0.01393825],"study_design_scores_gemma":[0.0002485583,0.0002495585,0.000002106806,0.8942791,0.01314685,0.0003334535,0.00003359321,0.00002393739,0.001181393,0.00003643403,0.09004418,0.0004207976],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001387883,0.995442,0.000001064343,0.0001593539,0.00002322124,0.00114063,0.0001688919,0.00001285195,0.002913137],"genre_scores_gemma":[0.0002910209,0.9979373,0.00003724248,0.0003436957,0.00004267854,0.0001236824,0.0002446703,0.00003434294,0.000945429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08964676,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07632924203700242,"score_gpt":0.3915766539119365,"score_spread":0.3152474118749341,"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."}}