{"id":"W4292055035","doi":"10.1016/j.xcrm.2022.100721","title":"Antibody therapy reverses biological signatures of COVID-19 progression","year":2022,"lang":"en","type":"article","venue":"Cell Reports Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"National Institute of Allergy and Infectious Diseases; Vir Biotechnology; GlaxoSmithKline","keywords":"Coronavirus disease 2019 (COVID-19); Antibody; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Antibody therapy; Immunology; Monoclonal antibody; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.0005198192,0.000239134,0.0004424597,0.0003213716,0.0001418438,0.0006936095,0.0001565435,0.0003592279,0.001972341],"category_scores_gemma":[0.0006726265,0.0001024632,0.0003308838,0.0001493047,0.0002349077,0.0002446542,0.0001936206,0.0007544006,0.0003620069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032238,"about_ca_system_score_gemma":0.000356121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932014,"about_ca_topic_score_gemma":0.0008797089,"domain_scores_codex":[0.9997551,0.00005521887,0.00001515384,0.00004992331,0.00005759898,0.00006703324],"domain_scores_gemma":[0.9996992,0.00005319823,0.000121497,0.00002395039,0.00003905317,0.00006309841],"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":[0.02218003,0.003531295,0.05942892,0.0004221731,0.0004354336,0.0001810161,0.0001712887,0.001231262,0.7503809,0.0005960169,0.002668965,0.1587726],"study_design_scores_gemma":[0.003164546,0.0626133,0.5991731,0.0001538678,0.0008215249,0.001174477,0.0004818169,0.007041973,0.2971943,0.001849957,0.02626532,0.00006578257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927086,0.003675821,0.00078036,0.0003198118,0.00009098595,0.0000857361,0.0004884272,0.00007130585,0.001778832],"genre_scores_gemma":[0.996038,0.0009353599,0.0007423412,0.0003327604,0.00003903219,0.00006536911,0.0006245389,0.00001041171,0.00121223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972341,"threshold_uncertainty_score":0.006598175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06900189834941318,"score_gpt":0.4146150308967591,"score_spread":0.3456131325473459,"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."}}