{"id":"W3035991124","doi":"10.1080/22221751.2020.1787108","title":"In vivo expressed biologics for infectious disease prophylaxis: rapid delivery of DNA-based antiviral antibodies","year":2020,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Pandemic; Outbreak; Medicine; Infectious disease (medical specialty); Virology; Disease; Monoclonal antibody; Coronavirus disease 2019 (COVID-19); Immunology; Intensive care medicine; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0001970468,0.0001864769,0.0004613764,0.0002782502,0.0001167622,0.00001148338,0.00008565683,0.00008612691,0.0001160492],"category_scores_gemma":[0.001059722,0.0001697573,0.0002585211,0.0003603372,0.0002128228,0.0001206347,0.00006437054,0.0002378286,0.000008541581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004936708,"about_ca_system_score_gemma":0.0001314745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269124,"about_ca_topic_score_gemma":0.00004884611,"domain_scores_codex":[0.9985386,0.0001613281,0.0004286471,0.0003419048,0.00008501198,0.0004445719],"domain_scores_gemma":[0.9992778,0.00009282729,0.0001099565,0.0001788335,0.000157522,0.0001831192],"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":[0.0006635555,0.0004920523,0.2829353,0.0005304977,0.00007452007,0.0000302928,0.0001153248,0.0003623586,0.7063136,0.00003710267,0.00726756,0.001177792],"study_design_scores_gemma":[0.02343452,0.02689758,0.1952889,0.001888075,0.0004887629,0.0000710659,0.0006130822,0.01607415,0.5818851,0.0008553796,0.1509262,0.001577164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910451,0.0004147883,0.004081093,0.003092807,0.0001844013,0.0007291821,0.0002096437,0.0001024345,0.000140523],"genre_scores_gemma":[0.9972769,0.0004081022,0.0008266704,0.001072519,0.0001812451,0.0001107538,0.00006369462,0.00002319844,0.0000369226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436586,"threshold_uncertainty_score":0.6922503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581644372144032,"score_gpt":0.3017978485485825,"score_spread":0.2759814048271422,"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."}}