{"id":"W3119835376","doi":"10.3390/microorganisms9010165","title":"Development of Coronavirus Treatments Using Neutralizing Antibodies","year":2021,"lang":"en","type":"review","venue":"Microorganisms","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Clinical trial; Antibody; Intensive care medicine; Randomized controlled trial; Pandemic; 2019-20 coronavirus outbreak; Immunology; Virology; Disease; Infectious disease (medical specialty); Internal medicine; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008078488,0.0007878889,0.001674238,0.002832665,0.00019218,0.0008282326,0.0007025697,0.00105447,0.003675057],"category_scores_gemma":[0.001267151,0.0002567931,0.001380829,0.001445106,0.0002473354,0.001024619,0.0004546064,0.001233991,0.0008745918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275322,"about_ca_system_score_gemma":0.0008377347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006325141,"about_ca_topic_score_gemma":0.001111524,"domain_scores_codex":[0.9996974,0.00007002773,0.00007373723,0.00004707402,0.0000865941,0.00002501515],"domain_scores_gemma":[0.9995787,0.0002632378,0.00006549284,0.000008910045,0.00006950951,0.00001424618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002217539,0.0001191716,0.0002225838,0.1199883,0.0005672214,0.0001748269,0.00006198397,0.0002741844,0.00245253,0.001722113,0.01335715,0.8608382],"study_design_scores_gemma":[0.0001850225,0.0005616841,0.002029912,0.0464832,0.002216198,0.001767422,0.00009857726,0.0001702498,0.002626444,0.001594013,0.9422256,0.00004165601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001340904,0.9992761,0.00005869422,0.00008595004,0.00008489646,0.00001086144,0.00002049137,0.000003568681,0.0003254134],"genre_scores_gemma":[0.0008951819,0.9985487,0.0001402169,0.0001457477,0.00006254826,0.00001509132,0.00003293253,9.406339e-7,0.0001586092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003675057,"threshold_uncertainty_score":0.01229423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262889480269897,"score_gpt":0.4548923154852932,"score_spread":0.2286033674583035,"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."}}