{"id":"W4410275928","doi":"10.1164/ajrccm.2025.211.abstracts.a6562","title":"The Burden of Community-acquired Respiratory Viral Infections in High-risk Immunocompromised Patients After the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Respiratory system; Intensive care medicine; Pneumonia; Virology; Internal medicine; Infectious disease (medical specialty); Disease; Outbreak","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":[0.001162106,0.0002004793,0.0002713607,0.0006753584,0.0008664192,0.001077254,0.0004725584,0.0006610281,0.002313576],"category_scores_gemma":[0.002908379,0.0001956224,0.0003031153,0.000849514,0.0004131361,0.0008717888,0.0009110951,0.0008092792,0.0003424891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005374587,"about_ca_system_score_gemma":0.0008533222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006910265,"about_ca_topic_score_gemma":0.01057587,"domain_scores_codex":[0.9990256,0.0003621011,0.0001034615,0.0001874438,0.0001191756,0.0002021859],"domain_scores_gemma":[0.9977729,0.00022104,0.001231069,0.0000841646,0.0002182058,0.0004725188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009306854,0.00009548436,0.9979868,0.00001909733,0.0000144147,0.00006688163,0.000143359,0.0000208473,0.0001319794,0.00001677186,0.0001617694,0.001249488],"study_design_scores_gemma":[0.000009925036,0.0002288135,0.9978839,0.0000256499,0.00001081699,0.0001935029,0.00120039,0.0001151697,0.00004964422,0.00002874815,0.0002489237,0.000004460367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983715,0.0002534384,0.00005351103,0.0001900508,0.00001143193,0.0000370812,0.0004823409,0.000002797842,0.000597907],"genre_scores_gemma":[0.9991053,0.0001656356,0.00008963473,0.0001396438,0.00003776897,0.00003924132,0.0002933941,0.000001058584,0.0001283248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006910265,"threshold_uncertainty_score":0.01374006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257068044338396,"score_gpt":0.3463660194558987,"score_spread":0.3237953390125147,"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."}}