{"id":"W2315196486","doi":"10.2807/1560-7917.es.2019.24.4.1900055","title":"Interim estimates of 2018/19 vaccine effectiveness against influenza A(H1N1)pdm09, Canada, January 2019","year":2019,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Provincial Laboratory of Public Health; Université Laval; University of Alberta; University of Calgary; University of British Columbia; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"British Columbia Centre for Disease Control; Institut National de Santé Publique du Québec","keywords":"Interim; Confidence interval; Medicine; Influenza vaccine; Interim analysis; Virology; Influenza-like illness; Influenza A virus; Coronavirus disease 2019 (COVID-19); Internal medicine; Vaccination; Virus; Randomized controlled trial; Geography; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007646181,0.0003522503,0.0009354735,0.0001625747,0.00007381471,0.00001868404,0.0003069823,0.00008656531,0.00009566613],"category_scores_gemma":[0.001163416,0.000298262,0.0001221361,0.0004208731,0.0001060229,0.0001127533,0.0002965702,0.0003728103,0.0002033865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140839,"about_ca_system_score_gemma":0.0005646452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04900916,"about_ca_topic_score_gemma":0.01445178,"domain_scores_codex":[0.9973763,0.0002251868,0.0005610816,0.0005234389,0.0006917052,0.0006222484],"domain_scores_gemma":[0.9975021,0.000877386,0.0002195799,0.000811272,0.0003650326,0.0002245883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337591,0.00009091528,0.9163511,0.0009976673,0.0002099258,0.00007874086,0.000091289,0.0003326106,0.0605605,0.00002699405,0.01886267,0.001059929],"study_design_scores_gemma":[0.002896722,0.0004484691,0.9545488,0.0003712628,0.00001635422,0.00001855334,0.00003696615,0.0002747724,0.01596167,0.00001743276,0.0251313,0.0002777508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889514,0.003493199,0.00003512326,0.0002267184,0.0006258651,0.0009811952,0.0001491374,0.00008109362,0.005456246],"genre_scores_gemma":[0.9975024,0.0002354403,0.0001626824,0.001253786,0.0001019015,0.00002927226,0.0000375191,0.00005516174,0.000621809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04459884,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347005143087085,"score_gpt":0.3381260657643402,"score_spread":0.3046560143334693,"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."}}