{"id":"W4406385484","doi":"10.1007/978-3-031-67951-3_51","title":"Metrics to Monitor the Function and Performance of the Pediatric Rapid Response System","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Function (biology); Computer science; Biology","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":[0.001181949,0.001407993,0.0004323493,0.001461223,0.0003001865,0.002155713,0.001122353,0.001078388,0.02529848],"category_scores_gemma":[0.004672983,0.0004065467,0.0004031534,0.001857219,0.0004245328,0.002392681,0.001033722,0.001744749,0.0150392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010825,"about_ca_system_score_gemma":0.0008196384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604805,"about_ca_topic_score_gemma":0.005022889,"domain_scores_codex":[0.9989214,0.0002289641,0.00005809499,0.00006689193,0.0006842235,0.00004048701],"domain_scores_gemma":[0.9982162,0.0009510276,0.0001140163,0.0001114642,0.0005457842,0.00006146195],"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":[0.00001807952,0.00003736842,0.0006458911,0.0002949242,0.00001782842,0.00008051122,0.000140689,0.003318881,0.00116044,0.0749692,0.4581592,0.461157],"study_design_scores_gemma":[0.000005082139,0.00006189069,0.001523378,0.0006224439,0.00001184539,0.0005162217,0.0001022195,0.008903102,0.001542422,0.03304066,0.9536326,0.00003823119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002437646,0.03986935,0.4208913,0.01277025,0.008976222,0.0004845265,0.004665892,0.007169,0.5027358],"genre_scores_gemma":[0.02321111,0.03295326,0.3501321,0.005822609,0.002616447,0.0006344284,0.003459464,0.002482384,0.5786881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02529848,"threshold_uncertainty_score":0.08463186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943617416964901,"score_gpt":0.2730006928442231,"score_spread":0.2235645186745741,"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."}}