{"id":"W4323311747","doi":"10.3390/biomedicines11030778","title":"Parallel Dysregulated Immune Response in Severe Forms of COVID-19 and Bacterial Sepsis via Single-Cell Transcriptome Sequencing","year":2023,"lang":"en","type":"article","venue":"Biomedicines","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Research Nova Scotia; Dalhousie University; Science Foundation Ireland; Canadian Institutes of Health Research; Genome Canada; Trinity College Dublin; Dalhousie Medical Research Foundation","keywords":"Sepsis; Immune system; Immunology; Acquired immune system; Septic shock; Immune dysregulation; Innate immune system; Transcriptome; Disease; CD8; Immunity; Medicine; Biology; Gene; Gene expression; 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":[0.0002481454,0.0002210652,0.0004209655,0.0004076141,0.0002527579,0.0004943035,0.0001368353,0.0002642215,0.001130481],"category_scores_gemma":[0.0005120731,0.0001374728,0.0003428591,0.0004299294,0.000195714,0.0002144917,0.0004285531,0.0005650403,0.0002502168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520084,"about_ca_system_score_gemma":0.0002101941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054273,"about_ca_topic_score_gemma":0.0006658933,"domain_scores_codex":[0.9997225,0.00004358904,0.00002621252,0.00009404994,0.00005625825,0.00005731518],"domain_scores_gemma":[0.9997504,0.00005042925,0.00006743849,0.00002554441,0.00006574297,0.00004030167],"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":[0.001238839,0.0001003289,0.2043519,0.0004450825,0.0003030095,0.0006884774,0.0005052991,0.0006886438,0.7684368,0.0002508367,0.00111377,0.0218768],"study_design_scores_gemma":[0.00002494644,0.0003598663,0.9521734,0.00007073642,0.0002176559,0.001248495,0.000723436,0.003236024,0.03716039,0.0006351688,0.004116563,0.00003324937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903595,0.001292816,0.003713515,0.0001023827,0.00003545529,0.00003513823,0.003717131,0.00004397024,0.0006999495],"genre_scores_gemma":[0.9890556,0.0005951157,0.003620092,0.0002803838,0.0000306602,0.000102764,0.005571628,0.00003077034,0.0007129877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001130481,"threshold_uncertainty_score":0.003781855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603356242921845,"score_gpt":0.2922522090786793,"score_spread":0.2662186466494608,"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."}}