{"id":"W2157519363","doi":"10.1542/peds.2012-2443","title":"Development of Heart and Respiratory Rate Percentile Curves for Hospitalized Children","year":2013,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources","keywords":"Medicine; Percentile; Early warning score; Vital signs; Respiratory rate; Heart rate; Emergency medicine; Pediatrics; Internal medicine; Statistics; Blood pressure; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339532,0.000070911,0.0001754257,0.00008973289,0.00006096907,0.000003042684,0.00003487327,0.00009269282,0.00001575846],"category_scores_gemma":[0.0001638932,0.00006344572,0.00002629338,0.000102091,0.0000233019,0.00004464701,0.0000273861,0.00008944317,0.000009051964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001750575,"about_ca_system_score_gemma":0.00009875999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001453578,"about_ca_topic_score_gemma":7.80552e-7,"domain_scores_codex":[0.9993848,0.00001092991,0.0002347418,0.0001313904,0.00008402803,0.0001540759],"domain_scores_gemma":[0.9995861,0.00004447565,0.0000623624,0.0001002622,0.0001283021,0.00007850507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001364751,0.00003946817,0.9898466,0.0005502279,0.00001005909,1.437004e-7,0.0001738258,2.628551e-8,0.001069017,0.00001894035,0.004543525,0.003734481],"study_design_scores_gemma":[0.0005944958,0.0001560011,0.9925072,0.00006395445,0.00003436056,0.000001819265,0.00003741214,0.000005181179,0.002523624,0.00002518989,0.00397853,0.00007219778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963197,0.002185193,0.00003943113,0.0004721761,0.0001170847,0.0007678973,0.000004049835,0.00005305676,0.00004139022],"genre_scores_gemma":[0.9873511,0.0004090313,0.01158043,0.0003551155,0.0001435158,0.00009234701,0.00001271873,0.00001203385,0.00004374391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011541,"threshold_uncertainty_score":0.2587242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026552410346177,"score_gpt":0.3061505301230117,"score_spread":0.2758850060195499,"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."}}