{"id":"W4412877894","doi":"10.1186/s12916-025-04249-x","title":"Estimating the respiratory syncytial virus-associated hospitalisation burden in older adults in European countries: a systematic analysis","year":2025,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Confidence interval; Case fatality rate; Pediatrics; Demography; Estimation; Epidemiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01708678,0.001272428,0.006866346,0.007689096,0.0003297642,0.001491151,0.001188698,0.001049436,0.001164445],"category_scores_gemma":[0.03754313,0.0008672795,0.01743542,0.007425128,0.0005021464,0.001127242,0.00146209,0.0008456103,0.0001454906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632394,"about_ca_system_score_gemma":0.003780812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266454,"about_ca_topic_score_gemma":0.02539612,"domain_scores_codex":[0.9869832,0.005432335,0.004898272,0.001290512,0.001157706,0.0002378573],"domain_scores_gemma":[0.9740394,0.01677617,0.005503821,0.0008827201,0.002561955,0.0002358645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001044557,0.00003366619,0.07783999,0.5099224,0.363257,0.0002389752,0.0004040681,0.001902193,0.0002421006,0.0004124457,0.002248741,0.04245385],"study_design_scores_gemma":[0.0007972353,0.0004476224,0.1083194,0.2494937,0.6269906,0.0007729133,0.000428115,0.001417148,0.0003783664,0.0007208352,0.0101218,0.0001122575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02884918,0.9638675,0.00168834,0.0002600745,0.00009398877,0.0003305509,0.004489237,0.00002879529,0.0003923387],"genre_scores_gemma":[0.4328731,0.5549667,0.005081022,0.00077371,0.0001093435,0.001254491,0.004741856,0.00003834965,0.0001613945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01708678,"threshold_uncertainty_score":0.09036458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929645424430716,"score_gpt":0.3990717629753882,"score_spread":0.339775308731081,"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."}}