{"id":"W3110847703","doi":"10.1186/s40635-020-00361-9","title":"Transcriptional profiling of leukocytes in critically ill COVID19 patients: implications for interferon response and coagulation","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; St. Michael's Hospital; Victoria Hospital; University of Toronto; Lawson Health Research Institute","funders":"Western University; London Health Sciences Foundation; Academic Medical Organization of Southwestern Ontario; London Health Sciences Centre; Lawson Health Research Institute","keywords":"Medicine; Intensive care unit; Immunology; Transcriptome; APACHE II; Sepsis; Gene expression profiling; Interferon; Intensive care; Gene; Gene expression; Internal medicine; Intensive care medicine; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001856884,0.0001461533,0.00045277,0.000125679,0.00004667622,0.000004103994,0.00006869825,0.00006246298,0.00002677468],"category_scores_gemma":[0.07705345,0.0001200397,0.00007700365,0.000143914,0.0005502037,0.00006544329,0.00006675174,0.0001676738,9.842189e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386036,"about_ca_system_score_gemma":0.0001435638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003446623,"about_ca_topic_score_gemma":0.000002541929,"domain_scores_codex":[0.9985905,0.00007717333,0.0005274669,0.0003500915,0.0002594268,0.0001952975],"domain_scores_gemma":[0.9915164,0.002635991,0.00006414117,0.0001219821,0.00546494,0.0001965468],"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":[0.01671456,0.0001590936,0.1095055,0.0006339094,0.00007064127,0.000006730976,0.01611503,0.000005749519,0.8535497,0.000865475,0.001044681,0.001328974],"study_design_scores_gemma":[0.02125339,0.02561233,0.6264908,0.001375722,0.0001590123,0.000004430705,0.1410884,0.001468243,0.1796716,0.0001589635,0.002377226,0.0003398765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248511,0.00140903,0.002229079,0.0698842,0.00008893051,0.001374949,0.0001014055,0.00002521841,0.00003607216],"genre_scores_gemma":[0.9793833,0.00003673917,0.0006997649,0.01943268,0.000105218,0.0001719217,0.0001466149,0.00001729685,0.000006453863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6738781,"threshold_uncertainty_score":0.9307209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08657618324880176,"score_gpt":0.449000929409231,"score_spread":0.3624247461604292,"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."}}