{"id":"W3093896874","doi":"10.1109/mpuls.2020.3022137","title":"Developing Antibody Defenses","year":2020,"lang":"en","type":"article","venue":"IEEE Pulse","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AbCellera (Canada)","funders":"Vanderbilt University","keywords":"Pandemic; Agency (philosophy); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Business; Engineering ethics; Public relations; Engineering; Sociology; Infectious disease (medical specialty); Pathology","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":[0.00166214,0.0006957093,0.0004049497,0.0005193378,0.0004771111,0.001502441,0.0009972887,0.00173834,0.007093291],"category_scores_gemma":[0.001457882,0.0002422832,0.0004246072,0.0002083594,0.000989296,0.001967416,0.001307107,0.002674433,0.002031004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008181807,"about_ca_system_score_gemma":0.000837228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003176126,"about_ca_topic_score_gemma":0.0004459849,"domain_scores_codex":[0.9993989,0.0001644222,0.00002199822,0.0001208512,0.0001537332,0.0001400399],"domain_scores_gemma":[0.999416,0.0001750478,0.00007091016,0.00004787815,0.0001350927,0.0001551188],"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":[0.0005067256,0.0009486801,0.002454579,0.002180944,0.0001596785,0.0003838576,0.0006809187,0.003152728,0.283429,0.1944323,0.05552257,0.456148],"study_design_scores_gemma":[0.0002387117,0.003387224,0.001172257,0.0006643598,0.0001120264,0.0008250889,0.0003437384,0.003033139,0.1222951,0.04195158,0.8259349,0.00004191797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1464986,0.3058127,0.2634605,0.07021232,0.01484286,0.00150762,0.001240543,0.002312266,0.1941127],"genre_scores_gemma":[0.6141211,0.148603,0.1267101,0.032993,0.003991159,0.001259041,0.001404534,0.0002469108,0.07067128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007093291,"threshold_uncertainty_score":0.02372938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09359224601602978,"score_gpt":0.3891218134609379,"score_spread":0.2955295674449082,"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."}}