{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009106723,0.0002513518,0.0009188784,0.0001616927,0.0001984992,0.000007799322,0.0002207907,0.00004498415,0.00004767843],"category_scores_gemma":[0.0006737973,0.0001662864,0.0002046279,0.0006253411,0.0001677502,0.0001305316,0.0000970984,0.0004542739,0.00000681916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372332,"about_ca_system_score_gemma":0.00140342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1623129,"about_ca_topic_score_gemma":0.01413115,"domain_scores_codex":[0.9967614,0.0008292382,0.0008623312,0.0001473609,0.0009166222,0.0004830526],"domain_scores_gemma":[0.9966156,0.001562279,0.0005452527,0.0003381029,0.000752712,0.0001859906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006553945,0.0004129035,0.9754421,0.0002266985,0.0004409927,0.0003782767,0.0001748957,0.009472371,0.000660147,0.00001241108,0.006118255,0.0001069745],"study_design_scores_gemma":[0.006778381,0.0004098497,0.9892941,0.0005264602,0.0001015245,0.0005264666,0.0001366886,0.00003118447,0.0005618111,0.0001361034,0.001357332,0.000140079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751137,0.02346647,0.00003446401,0.00009881752,0.0003546029,0.0004961619,0.00002786169,0.00001463634,0.0003933007],"genre_scores_gemma":[0.9932455,0.005954667,0.00001198463,0.0002618524,0.0004706315,0.00001100198,0.000002772545,0.00002744123,0.00001411996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481817,"threshold_uncertainty_score":0.8432654,"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."}}