{"id":"W4385788331","doi":"10.1002/jmv.29028","title":"Molecular epidemiology of rotavirus among children in Western Canada: Dynamic changes in genotype prevalence in four consecutive seasons","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Alberta Children's Hospital; Women and Children’s Health Research Institute; Provincial Laboratory of Public Health; University of Calgary; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Rotavirus; Molecular epidemiology; Rotavirus vaccine; Vaccination; Epidemiology; Genotype; Virology; Incidence (geometry); Medicine; Biology; Virus; Genetics; Gene; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005105836,0.0004159406,0.0003757711,0.001737756,0.001493517,0.001029761,0.0009719825,0.0003732095,0.000804688],"category_scores_gemma":[0.001307861,0.0003094583,0.0003717428,0.004020618,0.0007224025,0.0003881451,0.0006877483,0.0004768662,0.0001603018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531935,"about_ca_system_score_gemma":0.01625468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855132,"about_ca_topic_score_gemma":0.9899753,"domain_scores_codex":[0.9991935,0.0000460316,0.00005063168,0.0001264989,0.0002885163,0.0002948177],"domain_scores_gemma":[0.9990125,0.00004160235,0.0002548509,0.00002699499,0.0004102537,0.0002537281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004769204,0.00001229576,0.995441,0.00002279496,0.00002171204,0.00006691396,0.0003438716,0.00007263517,0.0004839538,0.00002824808,0.000401194,0.003057743],"study_design_scores_gemma":[0.00000143018,0.00001388713,0.9990356,0.000009140885,0.00000744468,0.00004959077,0.0004936127,0.0000897615,0.0000456616,0.000004369999,0.0002462926,0.00000319673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960489,0.0006568886,0.0001069052,0.000166444,0.000006863474,0.00002859884,0.0022121,0.00001555491,0.0007578311],"genre_scores_gemma":[0.9971059,0.0006567328,0.0003431191,0.000101659,0.000006317474,0.00001646691,0.001356348,0.000005655861,0.0004078767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531935,"threshold_uncertainty_score":0.1111502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824410558256896,"score_gpt":0.3435023610519882,"score_spread":0.3152582554694192,"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."}}