{"id":"W2327851242","doi":"10.1097/shk.0000000000000511","title":"Diagnostic Utility of Different Blood Components in Gene Expression Analysis of Sepsis","year":2015,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Veterinary Medical Association; Queen's University; Kingston General Hospital; St. Michael's Hospital","funders":"","keywords":"Sepsis; Whole blood; Gene expression; Silhouette; Cluster (spacecraft); Gene; Biology; Medicine; Computational biology; Immunology; Bioinformatics; Genetics; Computer science","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":[0.0001095268,0.000116373,0.0006207732,0.0002521222,0.000008248739,0.000002022118,0.00006133675,0.00005707872,0.0001993715],"category_scores_gemma":[0.0002374984,0.00008320714,0.0001826946,0.0003931194,0.00003502064,0.00001902331,0.00005210444,0.00005327655,0.000003629494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003795551,"about_ca_system_score_gemma":0.00002392374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003927518,"about_ca_topic_score_gemma":0.00008324598,"domain_scores_codex":[0.9989108,0.00006369237,0.0003725672,0.00020242,0.000317676,0.0001328186],"domain_scores_gemma":[0.9990214,0.000271421,0.0001161648,0.0003731463,0.00008580802,0.0001320887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008032261,0.00292076,0.9885041,0.00003797459,0.0007392029,0.0000210947,0.0002932259,0.00003098791,0.006664094,0.000004438381,0.0002455663,0.000458213],"study_design_scores_gemma":[0.001842506,0.0001925077,0.8133063,0.0001161132,0.002003277,6.739377e-7,0.00007377532,0.0006034216,0.1817576,0.00004530316,0.000009910401,0.0000486135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985276,0.0007056303,0.00002491914,0.00009383006,0.0000473742,0.0002303907,0.00003548075,0.000008979991,0.0003257941],"genre_scores_gemma":[0.9993702,0.0001117203,0.0003158879,0.00003290303,0.00001389833,0.00001839101,0.0001122787,0.000007310308,0.00001736497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1751978,"threshold_uncertainty_score":0.3393089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330400620522177,"score_gpt":0.3402777573980003,"score_spread":0.2072376953457826,"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."}}