{"id":"W2107739935","doi":"10.1086/595862","title":"Component‐Specific Effectiveness of Trivalent Influenza Vaccine as Monitored through a Sentinel Surveillance Network in Canada, 2006–2007","year":2008,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Calgary; University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Odds ratio; Hemagglutination assay; Virology; Influenza-like illness; Medicine; Influenza vaccine; Influenza A virus; Vaccination; Biology; Immunology; Virus; Internal medicine; Titer","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":[0.0005697124,0.0003587703,0.0003281964,0.0006289824,0.001021186,0.0004943421,0.0008897324,0.0002756692,0.0005961458],"category_scores_gemma":[0.001569021,0.000207889,0.0002643326,0.001287294,0.0003576739,0.0002097381,0.0004382358,0.0003279118,0.0001172909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01858129,"about_ca_system_score_gemma":0.02073499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873167,"about_ca_topic_score_gemma":0.9900756,"domain_scores_codex":[0.9993182,0.00006263373,0.00003856758,0.000121808,0.0002565276,0.0002023003],"domain_scores_gemma":[0.9973415,0.00006683519,0.0003112241,0.00003094301,0.001758383,0.0004910466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002269208,0.00004468266,0.9890828,0.00005328221,0.00005530896,0.0001161824,0.0004031522,0.0002914159,0.0006240639,0.00004476682,0.002064412,0.006993115],"study_design_scores_gemma":[0.00001575415,0.0001075167,0.9961509,0.00002423029,0.00003497648,0.0001431049,0.0008324103,0.001212751,0.0003866505,0.00001055174,0.001072861,0.000008271206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941644,0.0003678522,0.0001594389,0.0001769035,0.000011984,0.00005561735,0.003955031,0.00002380516,0.001084975],"genre_scores_gemma":[0.9967789,0.0002765312,0.0003372033,0.00008900664,0.000004297339,0.00002281731,0.001938703,0.000003402706,0.0005491739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858129,"threshold_uncertainty_score":0.1348174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498517297350791,"score_gpt":0.3182724742540378,"score_spread":0.2832873012805299,"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."}}