{"id":"W4292315364","doi":"10.14740/jmc3968","title":"Functionality of Monoclonal Antibody Therapy in SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Monoclonal antibody; Pandemic; Regimen; Monoclonal antibody therapy; Disease; Monoclonal; Intensive care medicine; Antibody; Coronavirus disease 2019 (COVID-19); Virology; Immunology; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172364,0.0001829113,0.0002512701,0.0002368273,0.0002018209,0.0003370763,0.0001719628,0.0004651452,0.0006931835],"category_scores_gemma":[0.0007091225,0.00004208974,0.0002424142,0.0001575026,0.000247765,0.000278242,0.0001655121,0.000382246,0.0001584033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083695,"about_ca_system_score_gemma":0.0002087139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000226489,"about_ca_topic_score_gemma":0.0003407365,"domain_scores_codex":[0.9998388,0.00006777213,0.00001811727,0.0000152073,0.00002852231,0.00003156169],"domain_scores_gemma":[0.9998257,0.00006753013,0.00004337098,0.00001706983,0.00001918041,0.00002716715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003005337,0.001330655,0.144786,0.002246517,0.0002206791,0.09297932,0.0007584272,0.001616803,0.1405404,0.00843596,0.01044345,0.5936365],"study_design_scores_gemma":[0.001023668,0.01503224,0.1842586,0.001024565,0.0005595157,0.448375,0.0007177882,0.005212055,0.1109615,0.005552819,0.227214,0.00006833536],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8649455,0.1059454,0.003734521,0.002784132,0.0003009466,0.0001667216,0.000117941,0.00009717008,0.02190768],"genre_scores_gemma":[0.9866588,0.01035449,0.001131012,0.0006196878,0.0001771238,0.00004390012,0.0001051112,0.00000499364,0.000904692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006931835,"threshold_uncertainty_score":0.002318919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091739884777115,"score_gpt":0.431217616109819,"score_spread":0.3220436276321075,"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."}}