{"id":"W3007909263","doi":"10.1016/j.vaccine.2020.02.049","title":"Influenza vaccine effectiveness against influenza-associated hospitalization in children: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vaccination; Meta-analysis; Influenza vaccine; Pediatrics; Influenza A virus; Internal medicine; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002751825,0.001424392,0.02476838,0.001703334,0.0001463521,0.00008817915,0.0004597045,0.0005320337,0.0001470069],"category_scores_gemma":[0.005852173,0.0009376214,0.00320986,0.007333972,0.00002223068,0.0002219121,0.0005068419,0.001122531,0.0001115577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005299,"about_ca_system_score_gemma":0.0003066028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009124404,"about_ca_topic_score_gemma":0.00004039866,"domain_scores_codex":[0.9913704,0.002353718,0.003208678,0.001365763,0.0009338777,0.0007675721],"domain_scores_gemma":[0.9952324,0.0008638026,0.001614899,0.001281972,0.0006250005,0.0003819337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003048519,0.0001468165,0.002374422,0.7020724,0.2942603,0.00005492126,0.00003683925,0.000005312719,1.486509e-7,0.00001131603,0.0001227615,0.0008842272],"study_design_scores_gemma":[0.001894978,0.0002373938,0.003418612,0.1059151,0.8740497,0.0000288229,0.000006210778,0.00001511234,4.96738e-7,0.000003999435,0.0137083,0.0007212458],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001051068,0.9837561,0.000009690086,0.000145388,0.00001873683,0.01548909,0.0002548782,0.0001666763,0.00005435332],"genre_scores_gemma":[0.0001026916,0.9924691,0.00002611246,0.003480573,0.00004613222,0.003112884,0.0005438048,0.0001641738,0.00005447658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5961573,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09202488889693808,"score_gpt":0.4073247980585397,"score_spread":0.3152999091616016,"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."}}