{"id":"W4410874903","doi":"10.3389/fphar.2025.1579551","title":"Respiratory virus-induced bacterial dysregulation in pediatric airway tissue and the dual actions of Echinacea in reducing complications","year":2025,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"British Columbia Centre for Disease Control; BC Children's Hospital","keywords":"Echinacea (animal); Medicine; Respiratory system; Airway; Virus; Intensive care medicine; Immunology; Anesthesia; Internal medicine; Traditional medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001306887,0.0003103903,0.0002571341,0.000377495,0.0001833475,0.0002577812,0.0002002827,0.0002705674,0.001752582],"category_scores_gemma":[0.0001354827,0.00006790623,0.0002796425,0.0001596222,0.0002051614,0.0002931305,0.0003399832,0.000315932,0.0001658862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075773,"about_ca_system_score_gemma":0.0001312788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624124,"about_ca_topic_score_gemma":0.0003961255,"domain_scores_codex":[0.999922,0.00001715546,0.000005985495,0.00001493825,0.0000185047,0.00002139938],"domain_scores_gemma":[0.9999264,0.0000146413,0.00002295474,0.000006108111,0.00001399695,0.00001580578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004653242,0.0001821122,0.00205536,0.0005424117,0.00002902959,0.0003701244,0.00006433253,0.0001460093,0.9763323,0.0001432726,0.0001225427,0.01954727],"study_design_scores_gemma":[0.00005503948,0.004281159,0.0706372,0.0001720111,0.0001427079,0.002282491,0.0003933875,0.0005652611,0.9076539,0.0003488937,0.0134472,0.0000207132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798034,0.0160374,0.001530653,0.0002526916,0.00004315982,0.00004137436,0.0003859831,0.00006435635,0.001840968],"genre_scores_gemma":[0.9923021,0.004491128,0.001491032,0.0001371105,0.00001847601,0.00002862335,0.0002498518,0.000009044369,0.001272673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752582,"threshold_uncertainty_score":0.005863011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995019281459734,"score_gpt":0.4190461802795755,"score_spread":0.3790959874649781,"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."}}