{"id":"W4318168478","doi":"10.1128/jvi.00089-23","title":"Virology under the Microscope—a Call for Rational Discourse","year":2023,"lang":"en","type":"article","venue":"Journal of Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; Queen's University","funders":"National Institute of General Medical Sciences; Biotechnology and Biological Sciences Research Council; Medical Research Council; Canadian Institutes of Health Research; Plant Sciences Institute, Iowa State University; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Natural Sciences and Engineering Research Council of Canada; Pfizer; Moderna; Centers for Disease Control and Prevention; Zoetis; Novavax; Iowa State University; National Institutes of Health; Associazione Italiana per la Ricerca sul Cancro; U.S. Department of Defense; Eli Lilly and Company; Fast Grants; United States Agency for International Development; Biomedical Advanced Research and Development Authority; Ohio State University; Deutsche Forschungsgemeinschaft; Directorate for Biological Sciences; GlaxoSmithKline; National Science Foundation; UK Research and Innovation; AstraZeneca; National Institute of Allergy and Infectious Diseases; Australian Government; Bill and Melinda Gates Foundation; Coalition for Epidemic Preparedness Innovations; National Cancer Institute; Gilead Sciences; U.S. Department of Agriculture","keywords":"Biology; Virology; Immunosuppression; Coronavirus disease 2019 (COVID-19); Humanity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Disease; Immunology; Infectious disease (medical specialty); Pathology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1763318,0.001696366,0.003413369,0.005277553,0.02375981,0.03816975,0.008016399,0.04848883,0.004550676],"category_scores_gemma":[0.124433,0.001478142,0.002008816,0.002545343,0.1862322,0.06515467,0.02213613,0.07256349,0.001753468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105802,"about_ca_system_score_gemma":0.0320237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005425315,"about_ca_topic_score_gemma":0.002835718,"domain_scores_codex":[0.8744502,0.09290531,0.004590089,0.007901505,0.0156219,0.004530936],"domain_scores_gemma":[0.7106189,0.2502363,0.007063843,0.01117911,0.01235123,0.008550682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003279238,0.00004168806,0.0001408614,0.0001968879,0.00001721709,0.0001885788,0.03243525,0.0002417994,0.0002219509,0.9133108,0.04526723,0.007904923],"study_design_scores_gemma":[0.0000305501,0.00002330379,0.00006763907,0.0006228604,0.00001051299,0.0001198817,0.01530203,0.0003124339,0.0001483324,0.7996318,0.1836869,0.00004380433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001398179,0.00918504,0.003416748,0.972976,0.00376725,0.00001953519,0.00001789978,0.00003732831,0.009181993],"genre_scores_gemma":[0.2604837,0.01729713,0.01624891,0.6708089,0.02644303,0.0002639885,0.0000796836,0.0003684438,0.008006246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1763318,"threshold_uncertainty_score":0.9325428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913353309166608,"score_gpt":0.4157837798304819,"score_spread":0.3666502467388158,"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."}}