{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122587,0.0008562347,0.001195671,0.002234209,0.0004399725,0.001806774,0.0008133592,0.001463881,0.006298658],"category_scores_gemma":[0.001856748,0.0002022723,0.0007829372,0.002649551,0.0006249755,0.00207614,0.001077642,0.002459893,0.00238777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790826,"about_ca_system_score_gemma":0.003548867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264354,"about_ca_topic_score_gemma":0.00239091,"domain_scores_codex":[0.9994346,0.0001519328,0.00008098407,0.00005824026,0.0002145378,0.00005959722],"domain_scores_gemma":[0.9990381,0.0004820302,0.0001146616,0.00002683489,0.000253619,0.00008470302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000051472,0.00004963884,0.0002169724,0.03316094,0.0001451831,0.0001183641,0.0001633258,0.0002238534,0.0006683689,0.008417676,0.07562858,0.8811557],"study_design_scores_gemma":[0.000007788166,0.00005046055,0.000494368,0.01315761,0.0001263041,0.0003968973,0.0001255669,0.00004079796,0.0001194782,0.002693528,0.9827741,0.00001310859],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007085824,0.9960943,0.0001361443,0.00156986,0.0006023287,0.000006312588,0.00002784095,0.00001488334,0.001477478],"genre_scores_gemma":[0.0004836104,0.9981253,0.0001679515,0.0006064064,0.0002507755,0.000005289142,0.00002751031,0.000001795282,0.0003313759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006298658,"threshold_uncertainty_score":0.02107114,"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."}}