{"id":"W2113582001","doi":"10.3201/eid1807.111680","title":"Seroconversion to Seasonal Influenza Viruses after A(H1N1)pdm09 Virus Infection, Quebec, Canada","year":2012,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Seroconversion; Serology; Virology; Virus; Influenza A virus; Pandemic; H1N1 influenza; Biology; Antibody; Seasonal influenza; Medicine; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000188357,0.0004568021,0.0004978704,0.0003810072,0.0005084696,0.00007027622,0.0001137658,0.0001031264,0.001647576],"category_scores_gemma":[0.000984563,0.0004255625,0.0002162142,0.0007491148,0.0001215114,0.000569381,0.0002816675,0.0003542576,0.0005333924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423633,"about_ca_system_score_gemma":0.001081771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6797449,"about_ca_topic_score_gemma":0.7026719,"domain_scores_codex":[0.9967989,0.0001376293,0.0004344264,0.0004636006,0.001003784,0.001161627],"domain_scores_gemma":[0.9975396,0.0001681889,0.0001062433,0.0004905844,0.0004519305,0.001243406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004951535,0.0003628187,0.937596,0.000218083,0.0003204721,0.00004558341,0.0004188754,0.0002519917,0.0005008758,0.00002594134,0.05826918,0.001495034],"study_design_scores_gemma":[0.0009498751,0.00009164925,0.6768241,0.0001219954,0.0001921688,0.00001624661,0.00007129944,0.00001689893,0.001135171,0.00000963608,0.3202082,0.0003627993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926376,0.003131939,0.00009171299,0.0004334428,0.001001615,0.0007843213,0.0001166833,0.0004032958,0.001399381],"genre_scores_gemma":[0.9834617,0.0001554547,0.00002640228,0.01398146,0.001105915,0.0004000998,0.00002030707,0.00007673079,0.0007719555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261939,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700453106777754,"score_gpt":0.3298640074438996,"score_spread":0.302859476376122,"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."}}