{"id":"W4396579217","doi":"10.1097/pcc.0000000000003451","title":"From Pediatric Sepsis Epidemiologic Data to Improved Clinical Outcomes*","year":2024,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Sepsis; Septic shock; Case fatality rate; Mortality rate; Emergency medicine; Intensive care medicine; Prospective cohort study; Pediatrics; Epidemiology; Internal medicine","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":[0.007978059,0.0004913887,0.0004385846,0.004505552,0.0003677036,0.002271684,0.0009992841,0.0009355743,0.004944555],"category_scores_gemma":[0.06430631,0.0003835959,0.0006960267,0.007873763,0.0003082846,0.002155797,0.003012554,0.002512026,0.001501938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009015537,"about_ca_system_score_gemma":0.002386949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006537772,"about_ca_topic_score_gemma":0.007089621,"domain_scores_codex":[0.993721,0.002835558,0.001121055,0.0008581982,0.001207979,0.0002562408],"domain_scores_gemma":[0.9662824,0.01026322,0.01014555,0.00319636,0.007864808,0.002247543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001024944,0.00005897662,0.8277079,0.0009543203,0.0006167993,0.0001041263,0.0003271672,0.0003277689,0.0000487319,0.001471488,0.08755431,0.08072589],"study_design_scores_gemma":[0.00005331241,0.0001648159,0.8690553,0.002913503,0.0005661868,0.0005209087,0.0008985225,0.001175075,0.0002598511,0.002768287,0.1215575,0.00006679743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3281651,0.1377433,0.02622781,0.1333401,0.009956826,0.0008168766,0.317943,0.001184202,0.04462293],"genre_scores_gemma":[0.7356821,0.08480449,0.04091047,0.022323,0.007980647,0.001236179,0.1036444,0.00037422,0.003044487],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007978059,"threshold_uncertainty_score":0.04219258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3215593477487517,"score_gpt":0.5019538816177848,"score_spread":0.180394533869033,"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."}}