{"id":"W2805586419","doi":"10.1097/01.pcc.0000537415.31344.85","title":"Abstract PD-013: EXTERNAL VALIDATION OF THE “QUICK” PEDIATRIC LOGISTIC ORGAN DYSFUNCTION-2 SCORE USING A LARGE NORTH AMERICAN COHORT OF CRITICALLY ILL CHILDREN","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Cohort; Glasgow Coma Scale; Logistic regression; Sepsis; Mortality rate; Pediatrics; Medical record; Area under the curve; Internal medicine; Surgery","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":[0.006616277,0.0005581226,0.000362578,0.0007523187,0.000494323,0.0008362784,0.0009792089,0.0004629097,0.001412718],"category_scores_gemma":[0.01271026,0.0003243904,0.0004630785,0.0007503934,0.0008055665,0.0005065285,0.00120044,0.0008005393,0.0007249636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582335,"about_ca_system_score_gemma":0.001267176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746974,"about_ca_topic_score_gemma":0.002817495,"domain_scores_codex":[0.99582,0.001911605,0.0003322148,0.0008999138,0.0008486891,0.0001874957],"domain_scores_gemma":[0.9908938,0.002134937,0.001972738,0.001913953,0.002303507,0.000780919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006888389,0.0002486783,0.9927738,0.00003607523,0.0001002909,0.00008024604,0.0002175132,0.0002224328,0.0008870102,0.00006115047,0.001255361,0.00342858],"study_design_scores_gemma":[0.0002260954,0.0007650452,0.9947331,0.00002317713,0.00005304903,0.0003582078,0.00018175,0.00112947,0.0009302092,0.00004059628,0.001549767,0.000009497561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950453,0.00006300449,0.001297562,0.00006148908,0.00002259774,0.000242091,0.002531909,0.00002823222,0.0007077962],"genre_scores_gemma":[0.9894692,0.00005629647,0.002154047,0.0001402323,0.00003994173,0.0005963803,0.007212284,0.00003324468,0.0002982833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006616277,"threshold_uncertainty_score":0.03499067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168897429183169,"score_gpt":0.353849364979988,"score_spread":0.3021603906881563,"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."}}