{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001028658,0.0000977281,0.0001535128,0.0001491346,0.0001746921,0.00003437737,0.00006962458,0.0001529847,0.0001437759],"category_scores_gemma":[0.0005825456,0.00009881644,0.00003300019,0.0002097018,0.0001872915,0.0002744164,0.00006829933,0.0002191249,0.0001057689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004993323,"about_ca_system_score_gemma":0.00009881843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004279325,"about_ca_topic_score_gemma":0.0004490775,"domain_scores_codex":[0.9992007,0.0002171539,0.0001807925,0.0001893375,0.00002279013,0.0001892515],"domain_scores_gemma":[0.9993822,0.0003040187,0.00001344452,0.0001905437,0.00009592536,0.00001387979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007007393,0.000126419,0.008449929,0.0001298724,0.00004630999,0.00001037718,0.002163732,0.000004412701,0.8739744,0.1099911,0.0009377787,0.004095598],"study_design_scores_gemma":[0.001469976,0.000151188,0.1203621,0.0001318601,0.000115841,0.00001678273,0.009655597,0.00003937875,0.8500456,0.007266687,0.01039485,0.0003501763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911106,0.001189798,0.001727562,0.002431224,0.0002770643,0.0002121322,0.00001311994,0.0000584722,0.00298007],"genre_scores_gemma":[0.9993545,0.00002099003,0.00005232897,0.0001130394,0.00001152384,0.00008085013,0.00007277082,0.000005673588,0.0002883326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119122,"threshold_uncertainty_score":0.4029617,"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."}}