{"id":"W2342289947","doi":"10.1093/ofid/ofv133.363","title":"Influenza Vaccine Effectiveness in Preventing Admissions With Influenza During the 2014-2015 Influenza Season: A Test-Negative Hospital-Based Study, in the Valencia Hospital Network for the Study of Influenza and Respiratory Viruses Disease, Valencia (Spain)","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Influenza season; Influenza vaccine; Test (biology); Emergency medicine; Respiratory illness; Influenzavirus B; Respiratory system; Virology; Vaccination; Intensive care medicine; Orthomyxoviridae; Influenza A virus; Internal medicine; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075373,0.0006198416,0.0005669459,0.0005570621,0.0003924434,0.0007196889,0.0006495178,0.0008055934,0.0009639233],"category_scores_gemma":[0.00279863,0.0004527105,0.0004808219,0.0004336571,0.0004250151,0.0003719111,0.0004322252,0.0004675526,0.0002704302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009838636,"about_ca_system_score_gemma":0.0005748703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150598,"about_ca_topic_score_gemma":0.01232303,"domain_scores_codex":[0.9992218,0.0002710163,0.00008104144,0.0002068148,0.00008630496,0.0001330359],"domain_scores_gemma":[0.9984013,0.0004815085,0.0004837837,0.00009480605,0.0001757277,0.0003628466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005406493,0.0002376832,0.9977864,0.00002280589,0.00007215593,0.00008906484,0.0001093965,0.00005521598,0.0001694047,0.000006036693,0.0001140955,0.0007970274],"study_design_scores_gemma":[0.00005919014,0.0008995863,0.9981793,0.00001035975,0.0000381733,0.0001562795,0.0003066368,0.0001507204,0.0000543871,0.000007163494,0.0001331422,0.000005097877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999491,0.0001080259,0.00003163302,0.00001343747,0.000004928724,0.00001388053,0.000234322,0.000001781239,0.0001010212],"genre_scores_gemma":[0.9994679,0.00006268631,0.00004335484,0.00004307324,0.000007897257,0.00001163705,0.0002669493,0.00000171066,0.00009485864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150598,"threshold_uncertainty_score":0.02287805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589437758905223,"score_gpt":0.38496142641999,"score_spread":0.3290670488309377,"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."}}