{"id":"W4411339637","doi":"10.1016/j.eclinm.2025.103292","title":"Respiratory syncytial virus-attributable hospitalizations among adults in high- and middle-income countries: application of the Global Burden of Disease framework","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Medicine; Burden of disease; Low and middle income countries; Disease burden; Disease; Respiratory system; Coronavirus disease 2019 (COVID-19); Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Pediatrics; Developing country; Internal medicine; Infectious disease (medical specialty); Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008258066,0.0001564121,0.0005814195,0.0001953412,0.0000866037,0.000008468101,0.0002303335,0.0002142697,0.00006622011],"category_scores_gemma":[0.005209415,0.0001136765,0.00009025779,0.001601646,0.001037857,0.00008771409,0.0001863211,0.0003966792,0.00000528183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772733,"about_ca_system_score_gemma":0.0004932879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088781,"about_ca_topic_score_gemma":0.0001547915,"domain_scores_codex":[0.9976519,0.0001804746,0.00106401,0.0003642911,0.0005028899,0.0002364478],"domain_scores_gemma":[0.9976938,0.0006348125,0.0002674655,0.0008229876,0.0003953394,0.0001855299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006892215,0.0002172218,0.9888095,0.0007436007,0.00005473526,0.000005038688,0.00005382075,0.0001221146,0.00005097675,0.008822127,0.000128318,0.0003033504],"study_design_scores_gemma":[0.002704968,0.0004513555,0.9873231,0.003976332,0.0001378145,5.292894e-7,0.0000720852,0.0007064717,0.000272661,0.002828939,0.0014417,0.00008402314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921026,0.001278826,0.002211999,0.002408599,0.0002201395,0.001252759,0.00008868498,0.00002934902,0.0004070389],"genre_scores_gemma":[0.9987972,0.0001673614,0.0001153524,0.000526315,0.0001832572,0.00009942053,0.00001252667,0.00001192253,0.00008659934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00669464,"threshold_uncertainty_score":0.6236533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826641610882901,"score_gpt":0.3632575539182379,"score_spread":0.3449911378094089,"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."}}