{"id":"W2002395725","doi":"10.1371/journal.pone.0026427","title":"Seroprevalence of Pandemic Influenza H1N1 in Ontario from January 2009–May 2010","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ottawa Public Health; Toronto Public Health; University of Toronto; Public Health Ontario","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Seroprevalence; Medicine; Pandemic; Epidemiology; Population; Cohort; Logistic regression; Vaccination; Cohort study; Influenza A virus; Demography; Outbreak; Virology; Immunology; Internal medicine; Serology; Environmental health; Virus; Antibody; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.0003798176,0.000199606,0.0001794828,0.0005032332,0.0009316693,0.0004086576,0.0003561871,0.0001254205,0.0009883736],"category_scores_gemma":[0.0009650067,0.0002260036,0.0001571239,0.0005807675,0.0004024221,0.0001774232,0.0003610474,0.000162201,0.0001174899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937319,"about_ca_system_score_gemma":0.00453247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8975351,"about_ca_topic_score_gemma":0.9460137,"domain_scores_codex":[0.999652,0.00002668499,0.00001926316,0.00006006964,0.0001564305,0.00008541046],"domain_scores_gemma":[0.9992582,0.00004377984,0.0002517641,0.00003084906,0.0002977222,0.0001176141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007248666,0.00001143574,0.9965332,0.00001758442,0.0000123369,0.00005690346,0.0006105695,0.00003921446,0.000655809,0.00001045673,0.0002766321,0.001703378],"study_design_scores_gemma":[0.000002245228,0.00002389512,0.9993002,0.000003297864,0.000004836031,0.00003463998,0.0001422466,0.00003704293,0.00007037084,0.000001834672,0.0003780557,0.0000012731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980514,0.0001138688,0.00004654214,0.00005856607,0.000003172626,0.00001934936,0.0008753588,0.000005006496,0.0008266303],"genre_scores_gemma":[0.9985189,0.00009598394,0.0001124842,0.00002536106,0.00000406649,0.00001230649,0.0005761313,0.000001665219,0.0006531372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024649,"threshold_uncertainty_score":0.2061366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3425920381109623,"score_gpt":0.3398261322266837,"score_spread":0.002765905884278608,"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."}}