{"id":"W4318168788","doi":"10.1111/imcb.12623","title":"Circulating effector γδ T cell populations are associated with acute coronavirus disease 19 in unvaccinated individuals","year":2023,"lang":"en","type":"article","venue":"Immunology and Cell Biology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institutes of Health; Australian Research Council; Department of Education and Early Childhood Development, State Government of Victoria; Monash University; Rebecca L. Cooper Medical Research Foundation; National Institute of Allergy and Infectious Diseases; Medical Research Council; Royal Society; Jack Brockhoff Foundation; National Health and Medical Research Council; State Government of Victoria; Division of Intramural Research, National Institute of Allergy and Infectious Diseases","keywords":"Effector; Coronavirus disease 2019 (COVID-19); Virology; Coronavirus; Disease; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Immunology; Biology; Infectious disease (medical specialty); Outbreak; Internal medicine","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":[0.0003192723,0.0001946816,0.0004088546,0.0003724862,0.0001664805,0.00001129569,0.0001205862,0.0003356199,0.00002368286],"category_scores_gemma":[0.0002456011,0.0001586904,0.00005410455,0.0006935047,0.0001948315,0.00004229819,0.0001005669,0.0004593776,0.0001017823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009579893,"about_ca_system_score_gemma":0.0001866943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002398273,"about_ca_topic_score_gemma":0.0001204991,"domain_scores_codex":[0.9983538,0.0003394344,0.0002625954,0.0004086215,0.00008693166,0.0005485822],"domain_scores_gemma":[0.9991086,0.0003932783,0.0001280416,0.0002491539,0.0000650523,0.00005589734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003936647,0.000145305,0.8027063,0.00003415123,0.0001320327,0.0006050494,0.0001513834,0.00000238201,0.1950656,0.00004820915,0.00003026257,0.0006857203],"study_design_scores_gemma":[0.004117072,0.0004701633,0.9815491,0.0000573279,0.0001221762,0.00002534769,0.0001852077,0.0002117874,0.01146853,0.000356123,0.00124999,0.000187156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99683,0.001584747,0.000007891487,0.0002882527,0.0001164544,0.0004689338,0.00008456988,0.0001515762,0.0004675284],"genre_scores_gemma":[0.9969002,0.00003421047,0.00001243388,0.002491048,0.00002132709,0.00008980206,0.0003312552,0.00002326733,0.00009648411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183597,"threshold_uncertainty_score":0.6471208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054725838537056,"score_gpt":0.3557139479814238,"score_spread":0.3009881094443678,"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."}}