{"id":"W2981700121","doi":"10.1097/pcc.0000000000001963","title":"Criteria for Critical Care Infants and Children: PICU Admission, Discharge, and Triage Practice Statement and Levels of Care Guidance","year":2019,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Triage; MEDLINE; Pediatric emergency medicine; Grading (engineering); Delphi method; Family medicine; Pediatrics; Emergency medicine; Nursing; Emergency department","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":[0.0003202349,0.0003468105,0.0008923121,0.000169236,0.0001287104,0.00003058637,0.0000683936,0.0001574925,0.0002600143],"category_scores_gemma":[0.008093413,0.0002516066,0.0000715803,0.0001693277,0.0002907528,0.0001798517,0.0001153734,0.0002022651,0.000002369187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008239219,"about_ca_system_score_gemma":0.0001339186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008522865,"about_ca_topic_score_gemma":0.00000767336,"domain_scores_codex":[0.9974838,0.0001140276,0.0007117764,0.0007030051,0.0005479811,0.0004393914],"domain_scores_gemma":[0.9952679,0.002547037,0.00009688246,0.0003616731,0.001090606,0.0006359579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693488,0.000588003,0.9319665,0.01772522,0.0001525576,0.0001112216,0.02128876,1.915389e-7,0.0004516184,0.003489234,0.003454151,0.01907903],"study_design_scores_gemma":[0.02040998,0.01273122,0.8936032,0.001291837,0.005456014,0.0002541378,0.05938362,0.00002963833,0.001126627,0.0002270047,0.004822603,0.0006641354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829246,0.1557421,0.0001222674,0.01148458,0.0004387386,0.001742807,0.000675065,0.00003731987,0.0005111088],"genre_scores_gemma":[0.9929954,0.002106826,0.002930549,0.000912343,0.000737175,0.0001148069,0.0001410542,0.00004072522,0.00002114139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637493,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625152459478088,"score_gpt":0.432541289311215,"score_spread":0.3762897647164342,"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."}}