{"id":"W2594777053","doi":"10.1097/pcc.0000000000001050","title":"Monitoring Severity of Multiple Organ Dysfunction Syndrome: New Technologies","year":2017,"lang":"en","type":"review","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; University of Ottawa","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; National Institutes of Health","keywords":"Medicine; Multiple organ dysfunction syndrome; Expert opinion; Intensive care medicine; Organ dysfunction; Emerging technologies; Critical illness; MEDLINE; Data science; Critically ill; Computer science; 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":[0.003655441,0.001292574,0.002734293,0.006706744,0.0003237459,0.002006626,0.001573227,0.001709029,0.003008953],"category_scores_gemma":[0.006059201,0.0004874871,0.002156095,0.00514286,0.0009060152,0.002996904,0.001175786,0.00248875,0.000977539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476181,"about_ca_system_score_gemma":0.004147102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241654,"about_ca_topic_score_gemma":0.003418052,"domain_scores_codex":[0.9979891,0.0006154761,0.0005066365,0.0002128704,0.0005991904,0.00007669307],"domain_scores_gemma":[0.9958573,0.002725807,0.0006597771,0.00008716491,0.0005996224,0.0000702909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152382,0.00005889841,0.0004403467,0.2070376,0.0005458666,0.0001978009,0.0001502716,0.0003071293,0.0005721839,0.004630539,0.01330415,0.7726399],"study_design_scores_gemma":[0.00008757434,0.0002285394,0.003106867,0.2024902,0.002111553,0.002510258,0.0003415823,0.0002466514,0.000823149,0.004464678,0.7835022,0.00008683468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000337764,0.999234,0.0000784013,0.0002807837,0.00009421227,0.00001093302,0.0000170727,0.000002150742,0.0002487096],"genre_scores_gemma":[0.0004312424,0.9988721,0.0002916256,0.0001940917,0.0001075443,0.00001770622,0.00001966449,8.251793e-7,0.00006509777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006706744,"threshold_uncertainty_score":0.01933211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2206054415652975,"score_gpt":0.4478121591073287,"score_spread":0.2272067175420311,"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."}}