{"id":"W3084404233","doi":"10.1038/s41577-020-00428-4","title":"The global response to the COVID-19 pandemic: how have immunology societies contributed?","year":2020,"lang":"en","type":"review","venue":"Nature reviews. Immunology","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Institute of Infection and Immunity","funders":"National Health Laboratory Service; University of Cape Town; National Institutes of Health; Keio University; Universiteit Stellenbosch; Hokkaido University; British Society for Immunology","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Immunology; Coronavirus; Political science; Virology; Medicine; Infectious disease (medical specialty); Pathology; Disease; Outbreak","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005597506,0.00164687,0.005160292,0.0002661824,0.002908805,0.0002471781,0.004701728,0.005569452,0.0002964399],"category_scores_gemma":[0.0218836,0.0008759302,0.002676466,0.00159884,0.001307562,0.0001173363,0.001825978,0.00771105,0.003561285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016092,"about_ca_system_score_gemma":0.002807687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769271,"about_ca_topic_score_gemma":0.0001514599,"domain_scores_codex":[0.9766735,0.01761683,0.002088144,0.001496675,0.0001696098,0.001955257],"domain_scores_gemma":[0.986068,0.008677719,0.001867587,0.002822775,0.0004079003,0.0001560858],"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":[0.001696708,0.00006266593,0.000007432699,0.0008439298,0.003291088,0.00003491353,0.000225795,2.175733e-7,0.00009335078,0.00433818,0.2492291,0.7401766],"study_design_scores_gemma":[0.001169251,0.0005525444,0.00003307726,0.001006967,0.001227719,0.004295917,0.0003386628,1.609788e-7,0.000004581557,0.0001962385,0.9903018,0.0008730076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003709179,0.9262366,0.0002423044,0.06200368,0.004897065,0.005050494,0.001127726,0.0002972946,0.0001411397],"genre_scores_gemma":[0.00002628871,0.979732,0.000037204,0.006415165,0.0002670674,0.001800792,0.0008355874,0.0001145774,0.01077136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7410728,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838349491240369,"score_gpt":0.3731556468462335,"score_spread":0.3247721519338299,"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."}}