{"id":"W4206821421","doi":"10.5167/uzh-227137","title":"Refining the Pediatric Multiple Organ Dysfunction Syndrome","year":2022,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Multiple organ dysfunction syndrome; Medicine; Organ dysfunction; Organ system; Intensive care medicine; Mechanism (biology); Pathology; Immunology; Disease; Sepsis","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001181771,0.0001215443,0.0002735908,0.0002138869,0.001968484,0.00002905205,0.0005193576,0.00003671905,0.0002171533],"category_scores_gemma":[0.0001051588,0.0001145339,0.00006858304,0.0005269756,0.0001727371,0.0002063951,0.00149144,0.0005777584,0.00001528121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020431,"about_ca_system_score_gemma":0.0003361054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013685,"about_ca_topic_score_gemma":0.00004253502,"domain_scores_codex":[0.9978784,0.0007984258,0.0001744254,0.0003798542,0.0004952224,0.0002736224],"domain_scores_gemma":[0.998318,0.0008062356,0.0001784111,0.0003978889,0.00007768635,0.0002218481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007268736,0.001156833,0.9011685,0.001467186,0.0003860114,0.006195784,0.007440754,0.00018785,0.02915661,0.001284596,0.0195697,0.02471744],"study_design_scores_gemma":[0.004729169,0.003026897,0.7768447,0.00005668089,0.000271079,0.00247607,0.008364833,0.0008764399,0.0002070838,0.0001990967,0.2026001,0.0003478627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902037,0.0008153275,0.0003960293,0.0007755428,0.0001603553,0.0006088612,0.00003405355,0.00003640867,0.006969706],"genre_scores_gemma":[0.991649,0.0001161097,0.001160271,0.0001888344,0.0000565612,0.00000489268,0.00002120688,0.00001892127,0.006784246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830304,"threshold_uncertainty_score":0.9993308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477910336478911,"score_gpt":0.2537488602030921,"score_spread":0.228969756838303,"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."}}