{"id":"W2164266871","doi":"10.1086/338960","title":"Clinical and Economic Evaluation of Rapid Influenza A Virus Testing in Nursing Homes in Calgary, Canada","year":2002,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Outbreak; Nursing homes; Virus; Infection control; Emergency medicine; Virology; Intensive care medicine; Nursing","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":[0.003805935,0.0005127075,0.000395189,0.0007422104,0.001049517,0.001342181,0.001071731,0.0007379723,0.001286355],"category_scores_gemma":[0.01631173,0.000290754,0.0005262194,0.0009993636,0.001018689,0.0004181,0.0009244917,0.0005229483,0.00006777988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05041962,"about_ca_system_score_gemma":0.03020049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8047739,"about_ca_topic_score_gemma":0.8012679,"domain_scores_codex":[0.9950179,0.002417831,0.0002203366,0.0001621405,0.001165709,0.001016024],"domain_scores_gemma":[0.9918149,0.002337536,0.001079541,0.000129924,0.00211192,0.002526077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02765345,0.004742477,0.7896013,0.001397915,0.0006874051,0.001637724,0.0007214163,0.03162021,0.001053906,0.001418285,0.004251001,0.1352149],"study_design_scores_gemma":[0.00302594,0.01411647,0.9481019,0.0003687323,0.0003897993,0.0004638557,0.002622029,0.0279588,0.0005037746,0.0003629423,0.002001883,0.00008392541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950098,0.001713458,0.0001255301,0.0007494381,0.00002587975,0.0003256384,0.0003065883,0.000006040004,0.001737678],"genre_scores_gemma":[0.9990516,0.0003647373,0.0001479347,0.00009792189,0.00001031913,0.00004010223,0.0001637347,6.247177e-7,0.000122922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952261,"threshold_uncertainty_score":0.3927516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2187475365683117,"score_gpt":0.4809403533660241,"score_spread":0.2621928167977124,"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."}}