{"id":"W2888785662","doi":"10.1016/j.jhin.2018.08.014","title":"Targeted management of influenza A/B outbreaks incorporating the cobas® Influenza A/B & RSV into the virology laboratory","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"Roche Diagnostics","keywords":"Outbreak; Medicine; Virology; Influenzavirus B; Polymerase chain reaction; Virus; Influenza A virus; Orthomyxoviridae; Biology","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":[0.001312913,0.0006339212,0.000430694,0.0006142904,0.0004971059,0.0009308135,0.0007384912,0.000445973,0.003216957],"category_scores_gemma":[0.001967154,0.0002505654,0.0003575266,0.0002124619,0.0003142204,0.0006723105,0.001052395,0.000917755,0.001096526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640566,"about_ca_system_score_gemma":0.001771008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699824,"about_ca_topic_score_gemma":0.002586088,"domain_scores_codex":[0.9988295,0.0004737861,0.0001099441,0.0001859862,0.0002390459,0.0001617057],"domain_scores_gemma":[0.9990482,0.0001570884,0.0002291609,0.00005091496,0.0002350735,0.0002795349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003380648,0.002101082,0.1848709,0.000754653,0.0001891699,0.004654877,0.001520565,0.003013357,0.1256962,0.0009457393,0.02910722,0.6437655],"study_design_scores_gemma":[0.0009883897,0.02155159,0.675541,0.002900031,0.0005948767,0.0145446,0.005284678,0.0315224,0.122099,0.003175294,0.1215795,0.0002187027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237625,0.008606428,0.09250575,0.01046628,0.0014999,0.005343715,0.0008554731,0.005393547,0.05156647],"genre_scores_gemma":[0.932566,0.002591638,0.05352622,0.004381821,0.0007913215,0.000753049,0.0003979188,0.0001868257,0.004805156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003216957,"threshold_uncertainty_score":0.0107618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732471498246549,"score_gpt":0.3624534078770547,"score_spread":0.3251286928945892,"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."}}