{"id":"W2335149292","doi":"10.2807/1560-7917.es2014.19.5.20690","title":"Interim estimates of 2013/14 vaccine effectiveness against influenza A(H1N1)pdm09 from Canada’s sentinel surveillance network, January 2014","year":2014,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Toronto; Winnipeg Regional Health Authority; Provincial Laboratory of Public Health; University of Calgary; Université Laval; University of Manitoba; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Canadian Institutes of Health Research; British Columbia Centre for Disease Control; Institut National de Santé Publique du Québec","keywords":"Interim; Medicine; Virology; Influenza A virus; Influenza season; Influenza vaccine; Virus; Geography","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":[0.001717695,0.0005657942,0.001475629,0.0001244172,0.000170128,0.00003959025,0.0004517147,0.0001401047,0.00007243869],"category_scores_gemma":[0.002159923,0.0005001044,0.0001827767,0.0004363638,0.0002006366,0.000116955,0.0004188669,0.0005362772,0.00009441264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101059,"about_ca_system_score_gemma":0.0004293924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1061749,"about_ca_topic_score_gemma":0.1097169,"domain_scores_codex":[0.9956093,0.0007655214,0.0009196057,0.0008224383,0.0008824021,0.001000732],"domain_scores_gemma":[0.9950603,0.002332638,0.0004351307,0.001107556,0.0007526142,0.0003118015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189305,0.00009006217,0.9106972,0.0004177371,0.0002861486,0.00005099081,0.00005195196,0.001973292,0.01225285,0.00001937853,0.0716217,0.001349356],"study_design_scores_gemma":[0.003110662,0.0001961731,0.9486501,0.0003860526,0.00002309202,0.000008723099,0.0000124369,0.002710743,0.003240849,0.00007551329,0.04115504,0.0004306669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884496,0.00454599,0.0005390587,0.0006703258,0.0008545732,0.0007168082,0.0001841576,0.0001597036,0.003879785],"genre_scores_gemma":[0.9960812,0.0005463646,0.0004257568,0.001902084,0.0006531172,0.0000467293,0.000129116,0.00009047255,0.0001251136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03795283,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284379309014282,"score_gpt":0.3133357639981882,"score_spread":0.28489783309676,"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."}}