{"id":"W4407753239","doi":"10.1002/ams2.70045","title":"Sepsis in Global Health: Current global strategies to fight against sepsis","year":2025,"lang":"en","type":"review","venue":"Acute Medicine & Surgery","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sepsis; Context (archaeology); Intensive care medicine; Global health; Disease; Medicine; Public health; Immunology; Internal medicine; Biology; Nursing","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009059199,0.00138501,0.007918659,0.0008428698,0.0001218717,0.00006334187,0.0003785127,0.0004399665,0.0002730527],"category_scores_gemma":[0.0006272069,0.0009638791,0.00145497,0.003955983,0.0001352275,0.0001328868,0.0002461826,0.0006193617,0.0002246624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003723074,"about_ca_system_score_gemma":0.00608096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008051092,"about_ca_topic_score_gemma":0.0003905762,"domain_scores_codex":[0.9930567,0.0004425779,0.002607545,0.00148805,0.00109561,0.001309521],"domain_scores_gemma":[0.995428,0.0014026,0.0006810336,0.001279939,0.0002149465,0.0009934554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002412429,0.0004154679,0.002947526,0.01128768,0.0008124609,0.0005550693,0.0000418718,5.736974e-7,6.009473e-9,0.000127653,0.3691581,0.6146294],"study_design_scores_gemma":[0.0007504498,0.0002545688,0.002726802,0.1318676,0.002865421,0.00008683221,0.0001229116,7.752063e-7,1.038503e-7,0.00006847422,0.8607609,0.0004951168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008455315,0.9716593,0.0000257632,0.01476089,0.003667941,0.002622834,0.0008383745,0.0001854789,0.006154865],"genre_scores_gemma":[0.00008090737,0.9849524,0.00009084355,0.01014478,0.0008421916,0.0008842783,0.002761218,0.00005988703,0.0001834767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6141343,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336195101079922,"score_gpt":0.475362347502348,"score_spread":0.3417428373943558,"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."}}