{"id":"W3096463026","doi":"10.1128/jcm.02287-20","title":"A Clinical Epidemiology and Molecular Attribution Evaluation of Adenoviruses in Pediatric Acute Gastroenteritis: a Case-Control Study","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Stollery Children's Hospital; Provincial Laboratory of Public Health; Women and Children’s Health Research Institute; University of Calgary; Alberta Hospital Edmonton; University of Alberta; McGill University Health Centre","funders":"Alberta Children's Hospital Research Institute; Calgary Laboratory Services; Women and Children's Health Research Institute; Alberta Children's Hospital Foundation; University of Alberta; Alberta Innovates - Health Solutions","keywords":"Serotype; Acute gastroenteritis; Diarrhea; Etiology; Epidemiology; Medicine; Virology; Vomiting; Multiplex; Pediatrics; Internal medicine; Biology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001762803,0.0005938372,0.0004877982,0.001332842,0.0008009772,0.0006747298,0.0004422587,0.0006127543,0.001143862],"category_scores_gemma":[0.003662652,0.0005455576,0.0004262824,0.0009314598,0.0006371101,0.0005140319,0.00045276,0.0003907906,0.000177865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369035,"about_ca_system_score_gemma":0.0005087735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003066654,"about_ca_topic_score_gemma":0.002315414,"domain_scores_codex":[0.9978477,0.0007276341,0.0002327436,0.0005739817,0.0004223657,0.0001954682],"domain_scores_gemma":[0.9977458,0.0006256978,0.0007021306,0.0003239269,0.0003864476,0.0002160013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003670875,0.0003046698,0.9958139,0.00002468729,0.00007029488,0.0003278346,0.0001347156,0.00003376048,0.0008567995,0.00004732319,0.00005805373,0.001960798],"study_design_scores_gemma":[0.00007798809,0.00212503,0.9915279,0.00001542474,0.0001087242,0.004167479,0.0005088281,0.0003747808,0.0004589594,0.00003096338,0.0005928172,0.00001109219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990442,0.0002437066,0.000366743,0.000008552643,0.000005318464,0.00004020697,0.00006491611,0.00000351695,0.0002228766],"genre_scores_gemma":[0.9990382,0.0001470345,0.0005181199,0.00001709112,0.00001495254,0.00004925799,0.0001354964,0.000002764967,0.00007710556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003066654,"threshold_uncertainty_score":0.009322703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991120225338326,"score_gpt":0.4980860441034983,"score_spread":0.2989740215696656,"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."}}