{"id":"W2760893732","doi":"10.1093/pch/8.suppl_b.46bb","title":"Can Blood Test Results Predict Dehydration in Young Children","year":2003,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Test (biology); Dehydration; Medicine; Blood test; Pediatrics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610983,0.0002168123,0.0003575433,0.0004462318,0.0001888954,0.00002566348,0.0001073246,0.0001435346,0.00001315841],"category_scores_gemma":[0.0009106861,0.0002179704,0.00007345749,0.0008578965,0.00003090358,0.0000855694,0.00002098547,0.0005823004,0.00001207219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569854,"about_ca_system_score_gemma":0.0005776516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004835197,"about_ca_topic_score_gemma":0.0007655079,"domain_scores_codex":[0.9974806,0.0001912661,0.0007743982,0.0004512452,0.0006009557,0.0005015857],"domain_scores_gemma":[0.9987537,0.00009183347,0.0002720597,0.0004407572,0.0001271118,0.0003144871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004221023,0.0007367887,0.9931599,0.00007316704,0.00001736272,0.00000922442,0.0003657056,0.000006645714,0.000140572,0.0006415112,0.004302882,0.0005039867],"study_design_scores_gemma":[0.004352879,0.0008980051,0.991837,0.0001818606,0.00007950666,0.0001958955,0.0000209144,0.00004228004,0.001445722,0.0002707467,0.0004523147,0.0002228744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882296,0.005916801,0.001306564,0.04409006,0.0007598646,0.007228094,0.0006544605,0.0016566,0.05609152],"genre_scores_gemma":[0.9917436,0.001384314,0.004165698,0.001727455,0.0004454398,0.00004043773,0.0004086354,0.00003873512,0.00004574188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094475,"threshold_uncertainty_score":0.8888574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123108606871359,"score_gpt":0.2617969064138387,"score_spread":0.2494860457267028,"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."}}