{"id":"W2753030518","doi":"10.1093/ofid/ofx163.883","title":"Gastroenteritis Severity: A Prospective Cohort Comparison of Children in Emergency Department and Home Settings","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Emergency department; Vomiting; Pediatrics; Prospective cohort study; Diarrhea; Cohort; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323293,0.0003772432,0.0004581262,0.0009385443,0.0004832584,0.0007509273,0.0004863653,0.0006626314,0.002324714],"category_scores_gemma":[0.00162379,0.0003462982,0.0007832656,0.0008987585,0.0003421725,0.0007014598,0.0006781672,0.0006565321,0.0003158763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413621,"about_ca_system_score_gemma":0.0003161384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884349,"about_ca_topic_score_gemma":0.004903448,"domain_scores_codex":[0.9992211,0.0001295601,0.00007907458,0.0002741519,0.0001173537,0.0001787711],"domain_scores_gemma":[0.9989595,0.0001352525,0.0004837823,0.00007483872,0.0001003179,0.0002463452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845185,0.00006077956,0.9991856,0.000007612171,0.00005662825,0.00005163615,0.00004586022,0.00001342656,0.00008277986,0.000008778266,0.00005189028,0.0002504207],"study_design_scores_gemma":[0.00001671915,0.0002269447,0.9991192,0.000006997471,0.00002627053,0.0001406501,0.0002785056,0.00007290454,0.00003022151,0.000007808379,0.00007139551,0.000002422474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992096,0.00008277703,0.00004153353,0.0000132253,0.000006496113,0.00002176333,0.0004292414,0.000001434483,0.0001938561],"genre_scores_gemma":[0.9992633,0.00004878991,0.00004368448,0.0000197658,0.000007954055,0.00002808087,0.0004821368,0.000001322016,0.0001049919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884349,"threshold_uncertainty_score":0.009711862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308173595068656,"score_gpt":0.3384888194026133,"score_spread":0.3254070834519268,"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."}}