{"id":"W3196818234","doi":"10.1097/pec.0000000000002520","title":"Initial Fluid Balance Associated Outcomes in Children With Severe Sepsis and Septic Shock","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Septic shock; Severe sepsis; Sepsis; Resuscitation; Balance (ability); Shock (circulatory); Intensive care","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":[0.00004577043,0.0002280508,0.0004334886,0.0001118495,0.00006392348,0.00001050145,0.0000498198,0.0001093664,0.0006654394],"category_scores_gemma":[0.000146771,0.0001820566,0.0001054336,0.0005500782,0.00001279306,0.00006339455,0.00004884224,0.0001507233,0.00002198714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347836,"about_ca_system_score_gemma":0.000152518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651905,"about_ca_topic_score_gemma":0.000372038,"domain_scores_codex":[0.998624,0.00005112908,0.0003000965,0.0004121493,0.0003085177,0.0003040575],"domain_scores_gemma":[0.9993101,0.00004547224,0.000072709,0.0002438264,0.0001871886,0.0001407024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001357118,0.0003211433,0.9966385,0.0000538642,0.0002265761,0.000116677,0.0005162724,0.000007661105,0.000004724198,0.000005328688,0.001692111,0.0004035208],"study_design_scores_gemma":[0.002469835,0.0002081955,0.9958423,0.00002115226,0.0006447255,0.00004248649,0.0004287336,0.000009494674,0.00006756589,0.00001275696,0.00004107247,0.0002116942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862621,0.01124999,9.286543e-7,0.0004210793,0.0001657305,0.0003353109,0.00009518146,0.00005003363,0.001419615],"genre_scores_gemma":[0.9941502,0.004696516,0.0001121485,0.0002169433,0.0001753455,0.0000703983,0.0003004852,0.00003120857,0.000246817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007888007,"threshold_uncertainty_score":0.7424054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210993204233206,"score_gpt":0.3036462493227803,"score_spread":0.2815363172804483,"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."}}