{"id":"W7095614001","doi":"","title":"Estimates of Influenza Vaccine Effectiveness for 2007–2008 From Canada’s Sentinel Surveillance System: Cross-Protection Against Major and","year":2016,"lang":"en","type":"article","venue":"","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virus; Influenza vaccine; Odds ratio; Confidence interval; Hemagglutination assay; Antigenic variation; Influenza A virus; Influenza-like illness; Orthomyxoviridae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003862249,0.0001020833,0.000156722,0.00001999655,0.0001207876,0.00001074608,0.0001054076,0.0001053076,0.00007747794],"category_scores_gemma":[0.0002893111,0.00007094192,0.00001763693,0.00007625988,0.0001265093,0.0001010113,0.00005278331,0.00004746043,0.000006768415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981525,"about_ca_system_score_gemma":0.00005207143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4141879,"about_ca_topic_score_gemma":0.3858297,"domain_scores_codex":[0.9992483,0.00003470458,0.0001915449,0.0002471,0.0001125926,0.0001658122],"domain_scores_gemma":[0.9992526,0.0003693023,0.0001005884,0.0001946827,0.0000376041,0.00004522026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003291709,0.00001406455,0.9588636,0.00009322286,0.00001303227,2.564094e-7,0.00002214466,0.0000428282,0.03903576,0.00005881207,0.0007409098,0.001082512],"study_design_scores_gemma":[0.0006410933,0.00001999115,0.9569859,0.00005359489,0.000006305164,0.000002084493,0.00007101407,0.0003086898,0.04061901,0.0003795879,0.000802066,0.0001106971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933192,0.00007664257,0.005127497,0.000469544,0.0002455517,0.0003264826,0.00004777433,0.00005612383,0.0003311467],"genre_scores_gemma":[0.9991576,0.0000132113,0.0005758126,0.00006206037,0.00003274121,0.00005156627,0.000004751921,0.000009787349,0.00009244823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02835825,"threshold_uncertainty_score":0.6253774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448948081362901,"score_gpt":0.2704121661967177,"score_spread":0.2559226853830887,"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."}}