{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471016,0.0002870949,0.0003581238,0.000769953,0.0003240559,0.0004722974,0.0002244761,0.0002909515,0.001649816],"category_scores_gemma":[0.003060395,0.0001543189,0.0002632258,0.0007543755,0.0003572742,0.0003479705,0.0005374497,0.0006545538,0.0001221027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003665812,"about_ca_system_score_gemma":0.0006202721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801049,"about_ca_topic_score_gemma":0.001937159,"domain_scores_codex":[0.9996176,0.00009611998,0.00004524894,0.00004829557,0.00008545771,0.0001073069],"domain_scores_gemma":[0.997224,0.0005014048,0.001592895,0.00004733356,0.0001557532,0.0004787071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002658015,0.000005735399,0.999451,0.000005869993,0.000008107322,0.0001049676,0.00001780561,0.00001774259,0.00002725268,0.000005503772,0.00002657277,0.0003029003],"study_design_scores_gemma":[0.000002888829,0.00007799172,0.9984851,0.00001072991,0.00001185193,0.00105301,0.0001321524,0.00008293257,0.00005094658,0.00001406954,0.00007627432,0.000002041138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991624,0.0003765637,0.00004404718,0.00005985179,0.000004555627,0.000003959893,0.0001576691,0.000002424964,0.0001884696],"genre_scores_gemma":[0.9996038,0.000122092,0.00004878192,0.000009149389,0.000006912607,0.000004574169,0.000177117,6.838419e-7,0.00002689306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001801049,"threshold_uncertainty_score":0.005519211,"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."}}