{"id":"W4413786028","doi":"10.1097/cce.0000000000001308","title":"Organ Failure, Endotoxin Activity, and Mortality in Septic Shock","year":2025,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iridian Spectral Technologies (Canada)","funders":"","keywords":"Medicine; Septic shock; SOFA score; Sepsis; Organ dysfunction; Shock (circulatory); Observational study; Internal medicine; Multiple organ dysfunction syndrome; Mortality rate","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":[0.001525765,0.0004402129,0.0003760596,0.0006971699,0.0002646846,0.0005029313,0.0002615332,0.0006379255,0.0009035531],"category_scores_gemma":[0.004357313,0.0002346548,0.0002797297,0.0006258332,0.0004713846,0.0004275354,0.0004967449,0.0006486273,0.0001502527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186586,"about_ca_system_score_gemma":0.0003313753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006338043,"about_ca_topic_score_gemma":0.0008973475,"domain_scores_codex":[0.9993458,0.0003700484,0.00006496927,0.00006085136,0.00009022086,0.0000680841],"domain_scores_gemma":[0.9963197,0.001171927,0.001534212,0.0000848891,0.0001756082,0.0007137157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000218166,0.00003465034,0.998516,0.000008881962,0.00003219717,0.00004280285,0.00001650738,0.00006504596,0.00009751769,0.000007688324,0.00004278338,0.0009177256],"study_design_scores_gemma":[0.00002105572,0.0002582456,0.9986352,0.00001046436,0.00002945436,0.000300664,0.0000477143,0.0005468279,0.00004117697,0.00006328525,0.0000419316,0.00000398751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990007,0.0006189888,0.0001054881,0.00009636603,0.000006930253,0.000003010268,0.00005624128,0.00000234281,0.0001098985],"genre_scores_gemma":[0.9996266,0.000145376,0.00006793989,0.00002498099,0.0000200341,0.000004484793,0.00008519815,6.299546e-7,0.00002460781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001525765,"threshold_uncertainty_score":0.008069098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088912560830409,"score_gpt":0.3139766851599008,"score_spread":0.2930875595515967,"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."}}