{"id":"W1989713665","doi":"10.1542/peds.2006-1108","title":"A Novel Imaging Technique to Measure Capillary-Refill Time: Improving Diagnostic Accuracy for Dehydration in Young Children With Gastroenteritis","year":2006,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Capillary refill; Medicine; Triage; Emergency department; Receiver operating characteristic; Dehydration; Emergency medicine; Internal medicine; Blood pressure; Nursing","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":[0.0004998089,0.0002020598,0.000352643,0.0003554618,0.00007665677,0.00003858865,0.000121787,0.00006955251,0.0000105416],"category_scores_gemma":[0.002973797,0.0001833487,0.00007330228,0.0003389725,0.00003856512,0.000210887,0.00006747572,0.0002484229,0.00001045713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002236,"about_ca_system_score_gemma":0.0001032096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979079,"about_ca_topic_score_gemma":0.001204362,"domain_scores_codex":[0.998167,0.00005136336,0.0004042295,0.0004021351,0.0002643725,0.0007108408],"domain_scores_gemma":[0.9991539,0.0001278653,0.0001080564,0.0002141252,0.0002021841,0.000193857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00033833,0.0001604093,0.9524576,0.00008792176,0.000008632744,0.00003859702,0.00001992627,0.0001019864,0.04138469,0.000008009459,0.002571253,0.00282262],"study_design_scores_gemma":[0.004345898,0.001475782,0.9896047,0.0001913364,0.0001003264,0.001309448,0.00002247192,0.001613435,0.0008562432,0.00005117445,0.0001541058,0.0002751213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7388803,0.0003166405,0.2561746,0.00160062,0.00005236265,0.002645026,0.0001389504,0.00009093567,0.0001005782],"genre_scores_gemma":[0.9624241,0.00007324098,0.03555872,0.0003097733,0.0006210937,0.0006170477,0.000300056,0.00004634727,0.0000496231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235438,"threshold_uncertainty_score":0.7476742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008284187011608109,"score_gpt":0.2580360713410575,"score_spread":0.2497518843294494,"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."}}