{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000197778,0.0004915302,0.002236606,0.0002866474,0.000131549,0.00003918247,0.0002289418,0.0003256313,0.00005116483],"category_scores_gemma":[0.00003269695,0.0003991569,0.0004502799,0.0004811886,0.00009741224,0.00004272451,0.0002432687,0.0003336059,0.0001152642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962102,"about_ca_system_score_gemma":0.002687486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006554252,"about_ca_topic_score_gemma":0.0000108287,"domain_scores_codex":[0.9976702,0.00008827146,0.0008412464,0.0005350833,0.0003933821,0.0004718713],"domain_scores_gemma":[0.9989732,0.00006530713,0.0002811149,0.0004791513,0.0001504803,0.00005072739],"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":[0.00001019367,0.0002704593,0.0002423955,0.01407392,0.001099626,0.000374328,0.0004973623,5.431231e-9,0.1308345,0.00001429853,0.00002736593,0.8525555],"study_design_scores_gemma":[0.0004183234,0.00003981118,0.00002174231,0.01261979,0.001054205,0.0003144642,0.00008427741,3.37434e-7,0.1667121,0.000001429815,0.8184696,0.0002639038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01918545,0.9795378,0.00005426045,0.000002714186,0.0001653248,0.0006626996,0.00002709271,0.00004190252,0.0003227917],"genre_scores_gemma":[0.00003903736,0.9802342,0.01808609,0.001036291,0.0001401136,0.00002928903,0.000109023,0.0001770862,0.0001488616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8522916,"threshold_uncertainty_score":0.999846,"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."}}