{"id":"W2112601491","doi":"10.1093/infdis/jiu366","title":"Pre- and Postpandemic Estimates of 2009 Pandemic Influenza A(H1N1) Seroprotection to Inform Surveillance-Based Incidence, by Age, During the 2013–2014 Epidemic in Canada","year":2014,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; University of Manitoba; Public Health Agency of Canada; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Pandemic; Incidence (geometry); Young adult; Influenza season; Coronavirus disease 2019 (COVID-19); Influenza A virus; H1n1 pandemic; Pediatrics; Internal medicine; Immunology; Virus; Influenza vaccine; Infectious disease (medical specialty)","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":[0.0008279995,0.0002480813,0.0002366418,0.001478945,0.000742151,0.0006830735,0.0006312843,0.0001836506,0.0009328127],"category_scores_gemma":[0.00238905,0.0001704471,0.0002908039,0.001946418,0.000237141,0.0003533645,0.0005321083,0.0003799383,0.0001130943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01117233,"about_ca_system_score_gemma":0.01094008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854336,"about_ca_topic_score_gemma":0.9907426,"domain_scores_codex":[0.9994633,0.00005277661,0.00004555011,0.00007170208,0.0002038621,0.0001628498],"domain_scores_gemma":[0.9986325,0.00008356643,0.0002507489,0.00004366785,0.0007675038,0.0002220097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008123675,0.00001643904,0.9903542,0.00003307042,0.00005293208,0.00001891184,0.0002771788,0.000312694,0.000145478,0.00008140667,0.0008452197,0.007781269],"study_design_scores_gemma":[0.000002542946,0.00001143846,0.9986578,0.00001626199,0.00001577477,0.00001435726,0.0002254045,0.0003329954,0.00008066262,0.00001011607,0.0006298037,0.00000296523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866383,0.002404714,0.0003237553,0.0002938952,0.0000151928,0.00004183948,0.007461043,0.00001542436,0.002805902],"genre_scores_gemma":[0.9960854,0.0009678597,0.0003845669,0.00006109007,0.000008541051,0.00001183652,0.001939681,0.000003108534,0.0005379433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456642,"threshold_uncertainty_score":0.08106124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633526794260217,"score_gpt":0.3054043484881882,"score_spread":0.2890690805455861,"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."}}