{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01396969,0.0006564166,0.0009240633,0.007617748,0.0005043595,0.001866777,0.0007280376,0.000733647,0.0007232226],"category_scores_gemma":[0.02105493,0.0003323231,0.0007661515,0.00642314,0.001451513,0.0005905368,0.001198829,0.0005102528,0.0002376489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388725,"about_ca_system_score_gemma":0.0008459013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101527,"about_ca_topic_score_gemma":0.001728099,"domain_scores_codex":[0.9899938,0.005169025,0.001477309,0.00137663,0.001792919,0.0001903762],"domain_scores_gemma":[0.9781834,0.01217039,0.004972122,0.001771287,0.002489525,0.0004132467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00174915,0.0001016219,0.8026584,0.002257697,0.001568379,0.0002631012,0.0005910774,0.001748784,0.0860304,0.0005017672,0.0007077357,0.1018219],"study_design_scores_gemma":[0.00009139719,0.001112921,0.9328958,0.0005829653,0.001482853,0.001554572,0.000601612,0.003871499,0.04958204,0.002524189,0.005596301,0.0001037756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332763,0.04420039,0.1104317,0.000927884,0.0001791555,0.0009584901,0.005630561,0.0002503346,0.004145076],"genre_scores_gemma":[0.9113525,0.004282084,0.08058016,0.0004041894,0.0001409281,0.0006322824,0.002260247,0.00006273144,0.0002850208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396969,"threshold_uncertainty_score":0.07387966,"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."}}