{"id":"W4378516755","doi":"10.3390/vaccines11050933","title":"Cost-Effectiveness of the Use of Adjuvanted Quadrivalent Seasonal Influenza Vaccine in Older Adults in Ireland","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Seqirus","keywords":"Medicine; Influenza vaccine; Cost effectiveness; Cost-effectiveness analysis; Seasonal influenza; Population; Demography; Vaccination; Immunology; Environmental health; Internal medicine; Coronavirus disease 2019 (COVID-19)","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":[],"consensus_categories":[],"category_scores_codex":[0.0006476378,0.000188286,0.0006032271,0.0004838823,0.00003153308,0.000005428865,0.0001691702,0.00009297771,0.00004061334],"category_scores_gemma":[0.002045773,0.0001210165,0.0001136226,0.001819634,0.00004117887,0.0001200335,0.0002569436,0.0002739633,0.00001296083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009484968,"about_ca_system_score_gemma":0.0001146668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936267,"about_ca_topic_score_gemma":0.0008276507,"domain_scores_codex":[0.9980758,0.0002980586,0.0005325488,0.0002738135,0.0004472657,0.0003725035],"domain_scores_gemma":[0.9980721,0.000991596,0.0001289277,0.0004152134,0.0003323353,0.00005984724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004452267,0.0003027468,0.9863137,0.001249534,0.00007540004,0.00003124867,0.0007863903,0.0008300365,0.003208993,0.00002515997,0.0005603775,0.002164116],"study_design_scores_gemma":[0.01012465,0.0001362921,0.9769666,0.00294377,0.00002473764,0.000004238999,0.0002093546,0.00161452,0.00724345,0.00001870992,0.0006124612,0.0001012317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969763,0.0007125328,0.000002586175,0.0002712691,0.000100493,0.001829008,0.00004582319,0.00003182744,0.00003023342],"genre_scores_gemma":[0.9992558,0.0003010982,0.00002836421,0.0001002191,0.00003072642,0.0001688073,0.00001074856,0.00002438412,0.00007984702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009347147,"threshold_uncertainty_score":0.4934911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339354589602591,"score_gpt":0.3932829265284356,"score_spread":0.2593474675681765,"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."}}