{"id":"W2102611562","doi":"10.3201/eid1512.091022","title":"Respiratory Infection in Institutions during Early Stages of Pandemic (H1N1) 2009, Canada","year":2009,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Pandemic; Human mortality from H5N1; H1N1 influenza; Population; Pandemic influenza; Virology; Influenza A virus; H1n1 pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Infectious disease (medical specialty); Virus; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005305072,0.0004848038,0.0004587017,0.001045823,0.004065667,0.001456608,0.0009456663,0.0006274945,0.00110899],"category_scores_gemma":[0.001689029,0.0006418224,0.0003121759,0.002122867,0.001211817,0.0005530353,0.00135812,0.0009285313,0.0001769272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02383871,"about_ca_system_score_gemma":0.02098157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974774,"about_ca_topic_score_gemma":0.9894299,"domain_scores_codex":[0.9988272,0.00007509918,0.00006081427,0.0001449102,0.0003186024,0.0005733161],"domain_scores_gemma":[0.9978603,0.00008869888,0.0005894141,0.00004803609,0.0007761362,0.0006374606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000150038,0.00004092149,0.9956721,0.00003309072,0.00002461736,0.0002458814,0.00117112,0.00005803733,0.0004967312,0.0000237959,0.000492316,0.001591349],"study_design_scores_gemma":[0.000006077029,0.00005343154,0.9975495,0.00001515159,0.000008872416,0.00008841632,0.001860635,0.00006086944,0.00007578164,0.00000452712,0.0002703561,0.000006526113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974133,0.0003362535,0.00006221494,0.00009949906,0.000008393211,0.00008835293,0.00112538,0.000004750235,0.0008617805],"genre_scores_gemma":[0.9982409,0.0003630444,0.0001468275,0.0001353831,0.00001038287,0.0000197086,0.0006319349,0.000002046451,0.0004498701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025226,"threshold_uncertainty_score":0.1729628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256289170985359,"score_gpt":0.3435497181257341,"score_spread":0.3109868264158805,"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."}}