{"id":"W2762002394","doi":"10.1097/ccm.0000000000002733","title":"Pediatric Sepsis Endotypes Among Adults With Sepsis","year":2017,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Endotype; Sepsis; Medicine; Logistic regression; Intensive care medicine; Internal medicine; Immunology; Disease","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":[0.0005630777,0.0002725696,0.0003465404,0.0007085395,0.0002205763,0.0004482129,0.0001861654,0.0002697187,0.001093668],"category_scores_gemma":[0.0019285,0.0001171778,0.0003419246,0.00109093,0.0001848422,0.0003801952,0.0005936555,0.0003889871,0.0001572325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721402,"about_ca_system_score_gemma":0.0002610763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908258,"about_ca_topic_score_gemma":0.00119355,"domain_scores_codex":[0.9993551,0.0001397706,0.00007361968,0.0002393246,0.000109287,0.00008286381],"domain_scores_gemma":[0.9987962,0.0001962,0.0007306369,0.00008562616,0.0001028634,0.00008846344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001212141,0.000007520096,0.9959437,0.00001823405,0.00002520768,0.00007819286,0.00005412084,0.00008505524,0.0007542692,0.00003177907,0.0001160054,0.00276474],"study_design_scores_gemma":[0.000003611103,0.00003873216,0.9984018,0.00001559978,0.00001683219,0.0005023025,0.000167479,0.0002656976,0.0002134094,0.00006951632,0.0003021552,0.000002817189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976215,0.0004693063,0.0005041209,0.0000507779,0.00000517942,0.00001233138,0.001099343,0.000006108776,0.0002313117],"genre_scores_gemma":[0.9968684,0.0002911727,0.0005190396,0.00003229417,0.00001319371,0.00002579004,0.002175265,0.000003464165,0.0000713962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001093668,"threshold_uncertainty_score":0.003658652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708423137407926,"score_gpt":0.3590155356234464,"score_spread":0.3119313042493672,"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."}}