{"id":"W3200880914","doi":"10.1097/ccm.0000000000005220","title":"A Host of Host Assays: The Clinical Accuracy of Two Host Gene Expression Assays in Acute Infection*","year":2021,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Host (biology); Medicine; Queen (butterfly); Gene; Host response; Immunology; Genetics; Biology; Zoology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01981925,0.0005057486,0.001282701,0.0007604304,0.001686584,0.002870586,0.001332723,0.008421156,0.001299273],"category_scores_gemma":[0.09333463,0.0005692727,0.0005301613,0.0007939356,0.003769159,0.002287141,0.0009402708,0.01219197,0.001787216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00475123,"about_ca_system_score_gemma":0.001923307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587223,"about_ca_topic_score_gemma":0.009741057,"domain_scores_codex":[0.9784749,0.01111548,0.002834946,0.001362531,0.005283141,0.0009290985],"domain_scores_gemma":[0.8668323,0.1066369,0.004238901,0.003721804,0.01633836,0.002231815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001738945,0.000165773,0.122471,0.0005451304,0.000174563,0.04610489,0.004356363,0.0007387624,0.01060099,0.01326496,0.5272143,0.2726243],"study_design_scores_gemma":[0.0003740598,0.001662678,0.08334938,0.003042782,0.0004346493,0.1801904,0.00881976,0.0145392,0.01489063,0.05711306,0.6349568,0.0006265967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03804681,0.01568827,0.008089382,0.90454,0.01910032,0.00006218442,0.0001392989,0.0001326515,0.01420109],"genre_scores_gemma":[0.481472,0.01352743,0.01276769,0.4361021,0.04757568,0.0001105228,0.0001510492,0.0001856321,0.008107894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01981925,"threshold_uncertainty_score":0.1048154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09119060558367655,"score_gpt":0.4483395224004099,"score_spread":0.3571489168167334,"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."}}