{"id":"W4412487107","doi":"10.1093/infdis/jiaf083","title":"Human Metapneumovirus Epidemiology Among Middle-aged and Older Adults Hospitalized With Acute Respiratory Infection","year":2025,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"GlaxoSmithKline Biologicals; Canadian Institutes of Health Research; Fondation de France; Public Health Agency of Canada","keywords":"Medicine; Odds ratio; Pneumonia; Human metapneumovirus; Confidence interval; Internal medicine; Intensive care unit; Epidemiology; Respiratory failure; Mechanical ventilation; Pediatrics; Respiratory tract infections; Respiratory system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004980158,0.0002213508,0.0003250712,0.0009572323,0.0004745409,0.0005048421,0.0002502715,0.00030318,0.0007916216],"category_scores_gemma":[0.001366443,0.0001465794,0.0004027798,0.000827019,0.0002180723,0.0003791116,0.0005376117,0.0003163874,0.00009130016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340872,"about_ca_system_score_gemma":0.0005179368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489004,"about_ca_topic_score_gemma":0.02957003,"domain_scores_codex":[0.9996897,0.00004982606,0.00004692417,0.00006082234,0.0000721905,0.00008053824],"domain_scores_gemma":[0.9991294,0.0000777372,0.0003886522,0.00003072668,0.0001138054,0.0002596987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001341981,0.00000541492,0.9993973,0.000003245497,0.00001213208,0.00002112472,0.00004332012,0.000008583402,0.00005314388,0.000003405409,0.00003289263,0.0004059676],"study_design_scores_gemma":[8.987678e-7,0.00002404747,0.9996817,0.000005249163,0.000005444691,0.00007582545,0.0001080268,0.00004110235,0.000007709775,0.000005323117,0.00004384683,8.613931e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.0003213483,0.00003190573,0.00003794677,0.000003993089,0.000005532062,0.0002202993,0.000001796736,0.0001997054],"genre_scores_gemma":[0.9996074,0.0001098176,0.00003592708,0.00002988794,0.000008834599,0.00000412298,0.0001793978,4.400426e-7,0.00002413535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489004,"threshold_uncertainty_score":0.04949033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908790662345217,"score_gpt":0.3504073108702611,"score_spread":0.3213194042468089,"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."}}