{"id":"W4416637630","doi":"10.1183/13993003.congress-2025.pa4714","title":"Increased IL-33+ and ST2+ alveolar macrophages in COPD","year":2025,"lang":"","type":"article","venue":"","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"COPD; Airway; Pulmonary disease; Lung; Lung disease; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006573684,0.0005913231,0.0009347874,0.0005180057,0.0004831522,0.00007393093,0.0004171052,0.001085198,0.001969934],"category_scores_gemma":[0.0002866315,0.0005650569,0.0001549029,0.0006578517,0.0008537602,0.0002151246,0.000466445,0.0009416435,0.0007054171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038898,"about_ca_system_score_gemma":0.0005491727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123779,"about_ca_topic_score_gemma":0.001334158,"domain_scores_codex":[0.99635,0.000750683,0.000842871,0.0009429632,0.00005660652,0.001056816],"domain_scores_gemma":[0.9985348,0.0004672586,0.0001475278,0.0006313398,0.0001363127,0.00008275133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002330973,0.001835447,0.08043867,0.001108391,0.001620048,0.0003605654,0.00325382,0.000003797103,0.7642922,0.04383808,0.0748568,0.02606121],"study_design_scores_gemma":[0.01031677,0.000674429,0.08657043,0.0004577108,0.0002950617,0.0001002159,0.002347373,0.00004844266,0.2330278,0.001914177,0.663254,0.0009936454],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997301,0.02195951,0.0002368496,0.0005631101,0.001945615,0.0007871541,0.004542638,0.0001170638,0.07011795],"genre_scores_gemma":[0.9450718,0.005233945,0.0001456105,0.001822261,0.00005464915,0.00003191,0.0001385266,0.00002842497,0.04747283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883971,"threshold_uncertainty_score":0.9996801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005708680172852085,"score_gpt":0.2263736586665911,"score_spread":0.220664978493739,"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."}}