{"id":"W2167320417","doi":"10.1016/s2213-2600(14)70290-5","title":"Genome-wide association study of survival from sepsis due to pneumonia: an observational cohort study","year":2014,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; European Society of Intensive Care Medicine; European Commission; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Wellcome Trust; Eli Lilly and Company","keywords":"Medicine; Sepsis; Observational study; Genome-wide association study; Pneumonia; Cohort study; Cohort; Genetic association; Intensive care medicine; Internal medicine; Genetics; Single-nucleotide polymorphism; Genotype; Gene; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003758192,0.0002362445,0.001192369,0.0001088883,0.0001291214,0.00001216949,0.0002708314,0.00007011546,0.0002435283],"category_scores_gemma":[0.002299149,0.000144231,0.00005565887,0.000363526,0.00004090432,0.00006085165,0.00006833413,0.0002186105,0.00003729227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279532,"about_ca_system_score_gemma":0.00006879558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286599,"about_ca_topic_score_gemma":0.001644888,"domain_scores_codex":[0.9964064,0.0007274112,0.0006235745,0.0004497388,0.001503162,0.0002897028],"domain_scores_gemma":[0.9965232,0.0015053,0.0003094102,0.001017353,0.000449038,0.0001956792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002031678,0.002303118,0.9898577,0.000009306592,0.0007006766,0.00002330526,0.003149691,0.00004129116,0.0008248638,0.00001886805,0.002543155,0.0003248723],"study_design_scores_gemma":[0.005888584,0.005962948,0.9789009,0.00004914046,0.0008186101,4.197387e-7,0.002413806,0.00001401003,0.00008123337,0.00005597772,0.005694519,0.0001198131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886215,0.0001234754,0.00001579724,0.007731587,0.0003107736,0.00202088,0.00001795155,0.00006254295,0.00109543],"genre_scores_gemma":[0.9911616,0.000009158646,0.00003297924,0.006438496,0.001925001,0.0002711698,0.00004927735,0.00003071288,0.00008155277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095675,"threshold_uncertainty_score":0.5881571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.207865759511,"score_gpt":0.3848906449596739,"score_spread":0.1770248854486739,"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."}}