{"id":"W2155799313","doi":"10.1378/chest.10-2517","title":"Leucyl/Cystinyl Aminopeptidase Gene Variants in Septic Shock","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Septic shock; Shock (circulatory); Gene; Internal medicine; Genetics; Sepsis; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002389641,0.0001580424,0.0002881139,0.0001553452,0.00006602271,0.00002677209,0.00009068244,0.00007806152,0.001655632],"category_scores_gemma":[0.00009021856,0.0001184309,0.0001134312,0.0001450744,0.00003622956,0.00009682851,0.00002670037,0.0002979003,0.0002936989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860117,"about_ca_system_score_gemma":0.0001171975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004824558,"about_ca_topic_score_gemma":0.00001602009,"domain_scores_codex":[0.9989229,0.00003799086,0.0003337145,0.0001829239,0.000206322,0.0003161803],"domain_scores_gemma":[0.9992821,0.00003781288,0.0001010276,0.0002133553,0.00006553237,0.0003001382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002194493,0.002750977,0.9607924,0.00006870179,0.0002677983,0.008352565,0.002461693,0.000004165739,0.006360476,0.00009171475,0.003141737,0.01548838],"study_design_scores_gemma":[0.003117233,0.0004399272,0.9790583,0.0002172981,0.0001377759,0.002686158,0.0001846945,0.00003994143,0.01270283,0.0001796678,0.001106288,0.0001298533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885446,0.0007339228,0.0000618324,0.0003297043,0.0002250436,0.0001493285,0.00000208706,0.00001913908,0.00993434],"genre_scores_gemma":[0.9942506,0.0002447279,0.004216734,0.0004753341,0.0002846459,0.00001368514,0.000004504383,0.00002465799,0.0004851335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826599,"threshold_uncertainty_score":0.999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573361529195755,"score_gpt":0.3197954037125786,"score_spread":0.1624592507930031,"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."}}