{"id":"W1971279413","doi":"10.1111/irv.12074","title":"Estimating age‐specific cumulative incidence for the 2009 influenza pandemic: a meta‐analysis of <scp>A</scp>(<scp>H</scp>1<scp>N</scp>1)pdm09 serological studies from 19 countries","year":2013,"lang":"en","type":"review","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Terveyden ja hyvinvoinnin laitos; Centers for Disease Control and Prevention; École des Hautes Études en Santé Publique; University of Oxford; Robert Koch Institut; Medical Research Council; NSW Ministry of Health; Institute of Environmental Science and Research; Imperial College London; National Center for Immunization and Respiratory Diseases; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"Serology; Pandemic; Medicine; Titer; Incidence (geometry); Hemagglutination assay; Antibody; Influenza A virus; Cumulative incidence; Virology; Coronavirus disease 2019 (COVID-19); Demography; Immunology; Virus; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.004462004,0.002653921,0.01121935,0.001791182,0.001432573,0.0005420743,0.001730952,0.001485289,0.00009779028],"category_scores_gemma":[0.03866503,0.001614818,0.003408233,0.002573646,0.003883738,0.0007696864,0.001380302,0.002227269,0.0002420752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047359,"about_ca_system_score_gemma":0.0008797806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008920092,"about_ca_topic_score_gemma":0.0004247759,"domain_scores_codex":[0.9865156,0.001909176,0.004472877,0.00248552,0.002448504,0.002168366],"domain_scores_gemma":[0.9205084,0.07053176,0.003787298,0.002483794,0.001931153,0.0007575807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003928142,0.0009992475,0.1124438,0.03161106,0.7023048,0.0004822849,0.04187026,0.002805277,0.0002349943,0.001087862,0.07979739,0.02597021],"study_design_scores_gemma":[0.001707227,0.00064217,0.0008939462,0.002433726,0.09102868,0.00001299159,0.003751047,0.00009445513,0.0000668931,0.0004013726,0.89865,0.0003174714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06108068,0.9291481,0.0002019434,0.000007752067,0.0002546817,0.005830439,0.002610727,0.000347648,0.0005179715],"genre_scores_gemma":[0.0001310324,0.9011409,0.003488034,0.08367912,0.001973186,0.008121845,0.00003917827,0.0007590108,0.0006677075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8188527,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5551138448575724,"score_gpt":0.5066837837450089,"score_spread":0.04843006111256354,"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."}}