{"id":"W4386100414","doi":"10.3389/fimmu.2023.1243689","title":"Post-COVID symptoms are associated with endotypes reflecting poor inflammatory and hemostatic modulation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Fonds de recherche du Québec; Fonds de Recherche du Québec - Santé; McGill Genome Centre; Université de Montréal; Université Laval; University of British Columbia","funders":"Canadian Institutes of Health Research; Killam Trusts; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Endotype; Intensive care medicine; Internal medicine; Immunology; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000369311,0.000183947,0.0004288424,0.000583894,0.0001039294,0.0000180039,0.00009110492,0.0002060481,0.000009269622],"category_scores_gemma":[0.002571974,0.0001668203,0.00003512903,0.0004844515,0.0001883176,0.0001424317,0.00006689622,0.0003239983,0.00001624439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625458,"about_ca_system_score_gemma":0.000177511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006128503,"about_ca_topic_score_gemma":0.00008001515,"domain_scores_codex":[0.998655,0.0001873217,0.0002684308,0.0003246996,0.0001665428,0.0003980158],"domain_scores_gemma":[0.9989572,0.0004497413,0.0001905119,0.0002374298,0.00009164815,0.00007345404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009051589,0.00004800786,0.9757968,0.0001977986,0.0004301669,0.0004905243,0.001408119,0.000149281,0.01333964,0.00005926567,0.001000672,0.006174628],"study_design_scores_gemma":[0.00449683,0.0007072609,0.9869452,0.0004394462,0.00008540534,0.00007448192,0.001080804,0.003883203,0.0009044664,0.0007158761,0.0004308252,0.0002361729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941614,0.0006593216,0.0003579374,0.003295719,0.0005016734,0.0006022084,0.000006990542,0.0002614213,0.0001533486],"genre_scores_gemma":[0.9973324,0.00005722623,0.0009407107,0.0009969439,0.00003098799,0.00005516066,0.0001042488,0.0000400755,0.0004422269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243518,"threshold_uncertainty_score":0.6802737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009831737909060008,"score_gpt":0.2713245374897158,"score_spread":0.2614927995806558,"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."}}