{"id":"W4281296543","doi":"10.1101/2022.05.06.22274756","title":"A Genome-Wide Association Study of Survival in Patients with Sepsis","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"European Regional Development Fund; National Institutes of Health; National Heart, Lung, and Blood Institute; Asthma and Lung UK; NIHR Leicester Biomedical Research Centre; Instituto Tecnológico y de Energías Renovables; Instituto de Salud Carlos III; National Institute for Health and Care Research; European Commission; Universidad de La Laguna; Wellcome Trust","keywords":"Sepsis; Genome-wide association study; Medicine; Hazard ratio; Genetic association; Proportional hazards model; Internal medicine; Confidence interval; Single-nucleotide polymorphism; Gene; Biology; Genetics; Genotype","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002189468,0.0004926315,0.0008939962,0.001019583,0.0007001854,0.0009892159,0.0005647878,0.0008699968,0.002885465],"category_scores_gemma":[0.004600567,0.0002939532,0.002567968,0.002693296,0.0003392987,0.0003477028,0.0006616357,0.001180048,0.0002012907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029051,"about_ca_system_score_gemma":0.000430961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159749,"about_ca_topic_score_gemma":0.002701944,"domain_scores_codex":[0.9977586,0.0008920866,0.000208865,0.0007671774,0.0002003353,0.0001728641],"domain_scores_gemma":[0.9965221,0.001654603,0.000667786,0.0004228944,0.0003344328,0.0003983165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00119852,0.00004348341,0.9886588,0.0001176008,0.00574902,0.0002871931,0.0000536119,0.0001646824,0.001002986,0.00006773232,0.0003631513,0.002293162],"study_design_scores_gemma":[0.0001371063,0.000210234,0.9930432,0.00004000004,0.004208189,0.0004609651,0.0001077789,0.0006976873,0.0001759423,0.0002599958,0.0006473561,0.00001163698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885315,0.007287228,0.0009038919,0.0005363118,0.0001290607,0.00001395113,0.00180889,0.00002433768,0.0007649224],"genre_scores_gemma":[0.9983524,0.0005315912,0.0002287865,0.00008843215,0.00004364411,0.00001263362,0.0006149872,0.000006192165,0.0001213286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003159749,"threshold_uncertainty_score":0.01157916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642031997199177,"score_gpt":0.3043195030003504,"score_spread":0.2578991830283587,"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."}}