{"id":"W4402852656","doi":"10.1002/hkj2.12049","title":"Factors associated with systemic inflammatory response syndrome negativity at the early stage of sepsis among nonsurviving sepsis patients in intensive care unit","year":2024,"lang":"en","type":"article","venue":"Hong Kong Journal of Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sepsis; Systemic inflammatory response syndrome; Intensive care unit; Negativity effect; Stage (stratigraphy); Inflammatory response; Systemic inflammation; Intensive care medicine; Internal medicine; Inflammation; Psychology","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":[0.001245969,0.0003553119,0.0009933487,0.0006401606,0.0001008931,0.000008456169,0.0001781758,0.0001333878,0.0006367405],"category_scores_gemma":[0.002937048,0.0001867732,0.0002629332,0.00102628,0.0002041326,0.0002196814,0.0000675271,0.000554879,0.00000337907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006546841,"about_ca_system_score_gemma":0.0002172098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674902,"about_ca_topic_score_gemma":0.001080987,"domain_scores_codex":[0.9964111,0.0005979161,0.001317941,0.0002748395,0.001059676,0.0003384736],"domain_scores_gemma":[0.995513,0.001313943,0.0008601568,0.0003433143,0.001749997,0.0002195545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004120847,0.0001278168,0.9828252,0.0003867393,0.00106265,0.0005439536,0.0132855,0.00007809603,0.0005163086,0.00000189273,0.000686654,0.00007312645],"study_design_scores_gemma":[0.002228758,0.002196405,0.9629711,0.01198345,0.0006897325,0.00002357072,0.01899566,0.00003051838,0.0006837209,0.00000259894,0.00004110309,0.0001534098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935114,0.004060942,0.000005435455,0.000520031,0.001203381,0.0005605147,0.00004917946,0.00002338855,0.00006567821],"genre_scores_gemma":[0.9988018,0.0004200202,0.000002242659,0.00002816675,0.00005565341,0.00001382797,0.00002417751,0.00005423499,0.0005998317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01985411,"threshold_uncertainty_score":0.7616389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09003870018846359,"score_gpt":0.3360741828633526,"score_spread":0.246035482674889,"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."}}