{"id":"W4312080702","doi":"10.1111/jcmm.17622","title":"COVID‐19 plasma proteome reveals novel temporal and cell‐specific signatures for disease severity and high‐precision disease management","year":2022,"lang":"en","type":"article","venue":"Journal of Cellular and Molecular Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University; Children’s Health Research Institute","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Immune system; Proteome; Disease; Immunology; Medicine; Sepsis; Inflammation; Proteomics; Plasma cell; Biology; Antibody; Bioinformatics; Internal 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":[0.0002321455,0.0003365807,0.0002870604,0.000385681,0.0001864319,0.0005954559,0.0001618289,0.0004484558,0.0009697229],"category_scores_gemma":[0.000233498,0.000131455,0.0002331607,0.0003816146,0.0001863798,0.000250901,0.0004057619,0.0004041132,0.0003170339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513521,"about_ca_system_score_gemma":0.0001809161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003063538,"about_ca_topic_score_gemma":0.0003486101,"domain_scores_codex":[0.9998674,0.00001982875,0.0000124712,0.00004078556,0.00003257512,0.00002687641],"domain_scores_gemma":[0.9998852,0.00001052864,0.00005165899,0.000008800704,0.00002032033,0.00002355543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009528901,0.00004550614,0.02387979,0.0001315273,0.00005207338,0.0005109725,0.00007436354,0.0002008003,0.963582,0.0001718919,0.0004930918,0.009905021],"study_design_scores_gemma":[0.00007674291,0.0009589676,0.7206732,0.00008248803,0.0001752232,0.006590062,0.0003713291,0.006192254,0.2546162,0.0009853792,0.009219884,0.0000583082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911832,0.003610427,0.002635213,0.0001845614,0.00004082193,0.00002736132,0.001275045,0.00005346052,0.0009899993],"genre_scores_gemma":[0.9934923,0.001174684,0.002194267,0.0001242104,0.00003176016,0.00002231039,0.002236723,0.0000142512,0.0007095207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009697229,"threshold_uncertainty_score":0.003244102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285738204661528,"score_gpt":0.3460407497929985,"score_spread":0.3174669293268457,"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."}}