{"id":"W2620340865","doi":"10.1097/pec.0000000000001177","title":"Assessing Dehydration Employing End-Tidal Carbon Dioxide in Children With Vomiting and Diarrhea","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Vomiting; Interquartile range; Diarrhea; Receiver operating characteristic; Emergency department; Confidence interval; Prospective cohort study; Dehydration; Triage; Anesthesia; Capnography; Pediatrics; Surgery; Emergency medicine; Internal medicine","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":[0.0002711032,0.0001532417,0.0003009808,0.0001602326,0.0002446978,0.00003827581,0.0001077803,0.00007908195,0.00002417236],"category_scores_gemma":[0.0006791062,0.0001318961,0.00004585293,0.00009190622,0.0000512508,0.0002842883,0.00009558389,0.0003015399,0.00000165898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007107563,"about_ca_system_score_gemma":0.00007945804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621599,"about_ca_topic_score_gemma":0.001129181,"domain_scores_codex":[0.9985698,0.00009296307,0.000317599,0.000344519,0.0002117869,0.0004633467],"domain_scores_gemma":[0.9992817,0.00001300853,0.0001538845,0.0002844633,0.00008889833,0.0001780343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003491655,0.00001467053,0.9958844,0.00007983702,0.00001622108,0.00003489564,0.0001738439,0.000007676327,0.0004079489,0.000003384127,0.00002369872,0.003318501],"study_design_scores_gemma":[0.0008826509,0.0001908683,0.9982154,0.0000332383,0.00005735611,0.00005267862,0.0002139176,0.0001470537,0.00007610743,0.00001419993,0.000006285421,0.0001102357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960089,0.002099002,0.00006291312,0.0002869116,0.0001083846,0.0002861286,0.000006163753,0.00002999468,0.001111614],"genre_scores_gemma":[0.9968777,0.001698639,0.0005059256,0.00002280668,0.000776378,0.00003032891,0.00004389212,0.00002385004,0.0000204485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003208266,"threshold_uncertainty_score":0.5378568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404799979012938,"score_gpt":0.3345673272087573,"score_spread":0.3105193274186279,"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."}}