{"id":"W2079036163","doi":"10.1001/jamapediatrics.2013.4906","title":"Impact of Increasing Ondansetron Use on Clinical Outcomes in Children With Gastroenteritis","year":2014,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Nausea and vomiting management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Ondansetron; Acute gastroenteritis; Pediatrics; MEDLINE; Intensive care medicine; Vomiting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008662228,0.0001604945,0.0002058213,0.0004736696,0.0001751884,0.0004422821,0.0002440559,0.0002274407,0.001003543],"category_scores_gemma":[0.009325832,0.0001184324,0.0004770597,0.0007269706,0.000297261,0.0004460094,0.0003899245,0.0006262393,0.00006794684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532472,"about_ca_system_score_gemma":0.0007276263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046012,"about_ca_topic_score_gemma":0.01045149,"domain_scores_codex":[0.9988704,0.0004414146,0.0001883349,0.0001336639,0.0002260383,0.0001400396],"domain_scores_gemma":[0.9916911,0.001756366,0.005619172,0.0001638967,0.0003255005,0.0004439674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005290143,0.00001766103,0.9977949,0.00001854104,0.00003485342,0.00004857699,0.00001628138,0.00005456046,0.00003722883,0.000008743655,0.00007736227,0.001838464],"study_design_scores_gemma":[0.000005028062,0.00005765287,0.9994354,0.00001623475,0.00002201025,0.0001534777,0.00005351081,0.0001224172,0.00004301871,0.000006723588,0.00008335373,0.000001170583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980291,0.000934381,0.00006146262,0.0002121987,0.00000880416,0.000006116694,0.0002928456,0.000004742726,0.0004503914],"genre_scores_gemma":[0.999241,0.0003643887,0.0001150372,0.00003490067,0.0000117527,0.000005959537,0.0001953566,0.000001334698,0.00003024451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006046012,"threshold_uncertainty_score":0.0120216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306412435753572,"score_gpt":0.330217412108821,"score_spread":0.3071532877512853,"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."}}