{"id":"W4319457090","doi":"10.1056/nejmoa2209760","title":"Early Treatment with Pegylated Interferon Lambda for Covid-19","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Toronto Liver Centre; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Toronto East General Hospital; York University; McMaster University; Impact","funders":"University of Toronto; Erasmus Universiteit Rotterdam; Monash University; York University; Rainwater Charitable Foundation; Pontifícia Universidade Católica de Minas Gerais; National Institute of Allergy and Infectious Diseases; McMaster University; Bill and Melinda Gates Foundation; U.S. Department of Veterans Affairs","keywords":"Pegylated interferon; Coronavirus disease 2019 (COVID-19); Virology; Medicine; 2019-20 coronavirus outbreak; Interferon; Internal medicine; Ribavirin; Virus; Chronic hepatitis; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000922713,0.0001951163,0.0006016167,0.0005156663,0.00007089283,0.00001492541,0.000139946,0.00007959615,0.0000525477],"category_scores_gemma":[0.0006305515,0.0001032605,0.0001081672,0.0004869073,0.0001186328,0.0000695061,0.00001745964,0.000272264,0.00002179374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821432,"about_ca_system_score_gemma":0.001010892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349684,"about_ca_topic_score_gemma":0.0001058249,"domain_scores_codex":[0.9983149,0.00006412276,0.0004580949,0.0001874064,0.0006233621,0.0003520764],"domain_scores_gemma":[0.9984012,0.0005782993,0.0001905342,0.0002112513,0.0002783533,0.0003403933],"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":[0.09177884,0.000658122,0.139028,0.0007878415,0.0024859,0.01009317,0.02030716,0.00002768369,0.1117429,0.0002645205,0.09383456,0.5289913],"study_design_scores_gemma":[0.1388884,0.04395739,0.003897323,0.0004852466,0.0004065194,0.00187335,0.0005972364,0.0001673661,0.005059043,0.000396111,0.8041338,0.0001381824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730201,0.0007158374,0.001779499,0.02273886,0.0003242472,0.0005057837,0.000005020907,0.00006285842,0.00084779],"genre_scores_gemma":[0.9785084,0.0001172103,0.0002184981,0.01635874,0.003692011,0.00001522259,0.00000943504,0.00004295656,0.001037557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102993,"threshold_uncertainty_score":0.421084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778326619133602,"score_gpt":0.386193799023987,"score_spread":0.3083611371106268,"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."}}