{"id":"W2921618875","doi":"10.1186/s12879-019-3792-y","title":"Changes in norovirus genotype diversity in gastroenteritis outbreaks in Alberta, Canada: 2012–2018","year":2019,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Norovirus; Outbreak; Genotype; Virology; Acute gastroenteritis; Capsid; Biology; Medicine; Veterinary medicine; Virus; Genetics; Gene","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":[0.0005889848,0.0004750331,0.0002721559,0.002049313,0.001346591,0.001414912,0.0009935697,0.0003759119,0.001403015],"category_scores_gemma":[0.001369839,0.0002958933,0.0004076491,0.003067493,0.0006251708,0.0003069759,0.0007355343,0.000543885,0.0002123763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02240689,"about_ca_system_score_gemma":0.02155064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877024,"about_ca_topic_score_gemma":0.9923746,"domain_scores_codex":[0.9992767,0.00003354807,0.00002758211,0.00009674778,0.0003031471,0.0002622383],"domain_scores_gemma":[0.9978322,0.00007086682,0.0003130037,0.00003936794,0.001296091,0.0004484187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003221985,0.00002002741,0.9837893,0.00007704269,0.00005973763,0.0002884991,0.0007622514,0.0004267459,0.001357817,0.00009568185,0.002357198,0.01044352],"study_design_scores_gemma":[0.000004901132,0.00001679832,0.9966367,0.00003095355,0.00001840967,0.00009675129,0.0009824187,0.0002873955,0.0001490627,0.00001491134,0.001753973,0.000007668579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818018,0.002308873,0.0004009199,0.0004863996,0.00006167416,0.00006066746,0.01033809,0.00004687075,0.00449473],"genre_scores_gemma":[0.989125,0.001396547,0.0006088706,0.0002226157,0.00002755295,0.00002015605,0.006430849,0.00001678771,0.002151578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240689,"threshold_uncertainty_score":0.1625741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725959086448675,"score_gpt":0.2570295078849398,"score_spread":0.239769917020453,"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."}}