{"id":"W2944713555","doi":"10.1097/pec.0000000000001838","title":"How Are Clinicians Treating Children With Sepsis in Emergency Departments in Latin America?","year":2019,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Sunny Hill Health Centre for Children","funders":"","keywords":"Medicine; Norepinephrine; Septic shock; Epinephrine; Dobutamine; Sepsis; Shock (circulatory); Inotrope; Anesthesia; Emergency department; Intensive care; Vasoactive; Emergency medicine; Surviving Sepsis Campaign; Dopamine; Intensive care medicine; Hemodynamics; Internal medicine; Severe sepsis; 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":[],"category_scores_codex":[0.00007707452,0.0003764718,0.0006562767,0.0004157276,0.0000511967,0.00001089804,0.0001332313,0.0001332177,0.0007637659],"category_scores_gemma":[0.00009009162,0.0003049478,0.0002028534,0.001382511,0.00001181925,0.0001295221,0.00004860639,0.000260539,0.00011927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386841,"about_ca_system_score_gemma":0.0000852818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282579,"about_ca_topic_score_gemma":0.003282635,"domain_scores_codex":[0.9975763,0.00007666442,0.0006528403,0.0006954725,0.0004419691,0.0005567279],"domain_scores_gemma":[0.9988517,0.00004016769,0.0003309163,0.0004901488,0.0001233269,0.0001636985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004850072,0.0006210565,0.9931468,0.0001212193,0.00008987176,0.00004531042,0.001217908,0.00005833583,0.000004036369,0.00000253642,0.001059392,0.003584991],"study_design_scores_gemma":[0.002559997,0.0006670274,0.9925725,0.00003989687,0.0003076424,0.000003098854,0.003277772,0.00002590445,0.00002012526,0.00001002627,0.0001993855,0.0003165762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887094,0.006774188,0.000002355914,0.0005875943,0.0003711495,0.001274735,0.00005682441,0.00005891872,0.002164803],"genre_scores_gemma":[0.9893624,0.008902194,0.0003027505,0.00008046802,0.0003149352,0.0002521276,0.0002400962,0.0000635693,0.000481526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003268415,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026715717693853,"score_gpt":0.3119283816665547,"score_spread":0.2816612244896162,"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."}}