{"id":"W2089056829","doi":"10.1586/14760584.7.1.75","title":"Monitoring the safety of annual and pandemic influenza vaccines: lessons from the US experience","year":2008,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Vaccination; Immunization; Medicine; Influenza vaccine; Live attenuated influenza vaccine; Adverse effect; Virology; Vaccine safety; Seasonal influenza; Environmental health; Coronavirus disease 2019 (COVID-19); Immunology; Infectious disease (medical specialty); Disease; Immune system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006935092,0.0007534731,0.004171424,0.0001157925,0.0003259307,0.00001472341,0.0009535906,0.0002324244,0.0000936293],"category_scores_gemma":[0.003139559,0.000331464,0.0008316902,0.000740463,0.0003099442,0.0001548086,0.0007049615,0.0007581325,0.00001241744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078065,"about_ca_system_score_gemma":0.0004437797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005947584,"about_ca_topic_score_gemma":0.0000113235,"domain_scores_codex":[0.9954375,0.0005583722,0.002075881,0.0006259799,0.0008172541,0.0004849985],"domain_scores_gemma":[0.9942085,0.00231999,0.001074985,0.001603742,0.0006545223,0.0001382448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006993459,0.00006485065,0.005855917,0.04270552,0.0007402031,0.00001332081,0.003105603,1.140691e-7,0.00001209058,0.000009149886,0.006442891,0.9409804],"study_design_scores_gemma":[0.000402488,0.00007471714,0.003460391,0.1822477,0.0004660671,0.000119228,0.0005238516,3.483213e-7,0.00002087334,0.000002393586,0.812448,0.0002339893],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005735727,0.9958215,0.000002772252,0.0005162684,0.0002813444,0.002469741,0.0001729585,0.00003816782,0.0001237115],"genre_scores_gemma":[0.00003554142,0.9972106,0.000173717,0.0008112409,0.001062833,0.0005583103,0.00001761013,0.00006930357,0.00006090225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9407464,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1575414246810327,"score_gpt":0.485930866756189,"score_spread":0.3283894420751563,"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."}}