{"id":"W4297491644","doi":"10.1186/s12014-022-09371-z","title":"The dynamic changes and sex differences of 147 immune-related proteins during acute COVID-19 in 580 individuals","year":2022,"lang":"en","type":"article","venue":"Clinical Proteomics","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre; Université de Montréal; McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Génome Québec; Public Health Agency of Canada; McGill University; Fondation de l'Hôpital général juif; Canadian Institutes of Health Research; Compute Canada; National Institutes of Health; Japan Society for the Promotion of Science; Cancer Research UK; TD Bank; Jewish General Hospital; Public Health Agency; National Cancer Institute; amfAR, The Foundation for AIDS Research","keywords":"Coronavirus disease 2019 (COVID-19); Proteomics; Immune system; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Immunology; Pandemic; Biology; Computational biology; Bioinformatics; Virology; Internal medicine; Disease; Genetics; Outbreak; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003102264,0.0002638856,0.0002509151,0.0003817384,0.0004063059,0.0004097914,0.0002212296,0.0002375845,0.001003975],"category_scores_gemma":[0.0007822247,0.0001396107,0.0002906745,0.0005197527,0.0002620529,0.0001452922,0.0003282039,0.0002912129,0.000198628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467752,"about_ca_system_score_gemma":0.0002917247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439575,"about_ca_topic_score_gemma":0.01978656,"domain_scores_codex":[0.9997291,0.00002928507,0.0000189747,0.00009112745,0.00006304513,0.00006849008],"domain_scores_gemma":[0.9996281,0.00004729271,0.0001460395,0.00003832289,0.00007966871,0.00006052795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205367,0.000007862442,0.9960033,0.000008939202,0.00004022567,0.00004982778,0.00009791281,0.00002220009,0.001933481,0.00001789725,0.0001094457,0.001588359],"study_design_scores_gemma":[0.000001297955,0.00003328717,0.9993244,0.000002376444,0.000009283753,0.00008807482,0.00008022708,0.00005790157,0.0002280963,0.00001413198,0.0001591203,0.00000179316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987566,0.0001633908,0.0001325896,0.00002097186,0.000004099762,0.000004294219,0.0007146185,0.000004277038,0.0001991672],"genre_scores_gemma":[0.9986848,0.00008027641,0.0001798473,0.00003267459,0.000004969802,0.000006737975,0.0006834032,0.000003853297,0.0003233862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439575,"threshold_uncertainty_score":0.02862388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152676264727978,"score_gpt":0.4348672027069265,"score_spread":0.3733404400596467,"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."}}