{"id":"W4412393083","doi":"10.1016/s2213-2600(25)00174-2","title":"Eosinophils in asthma phenotypes: perpetrators or guilty by association?","year":2025,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Cilag; Deutsche Forschungsgemeinschaft; Teva Pharmaceutical Industries; Regeneron Pharmaceuticals; Sanofi; AstraZeneca; Pfizer","keywords":"Medicine; Asthma; Immunology; Eosinophilia; Eosinophil; Disease; 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":[0.002472035,0.0008123314,0.002292124,0.001426787,0.0002679259,0.001418613,0.001115491,0.002502369,0.003987073],"category_scores_gemma":[0.005897889,0.000321103,0.0009853598,0.001440879,0.001234085,0.001828588,0.001105806,0.00318437,0.001168529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001529,"about_ca_system_score_gemma":0.001432766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724278,"about_ca_topic_score_gemma":0.00306888,"domain_scores_codex":[0.9990773,0.0003918359,0.0001195962,0.0001033454,0.0002367696,0.0000711542],"domain_scores_gemma":[0.9959294,0.00317199,0.0004001426,0.00006183794,0.0003260746,0.0001105754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002995864,0.00002885977,0.0004972088,0.02906702,0.0006937715,0.0002877958,0.000149154,0.0001456682,0.0001425186,0.007292097,0.0728493,0.888547],"study_design_scores_gemma":[0.0001635464,0.0001325032,0.002892898,0.04727371,0.001044446,0.002114895,0.0003095242,0.0001130576,0.0001201594,0.009872339,0.9359102,0.00005277015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002680221,0.9984505,0.00001309724,0.001097916,0.0002430327,6.600757e-7,0.000004810786,0.00000114367,0.0001618952],"genre_scores_gemma":[0.0006975908,0.9971491,0.00003099292,0.00125088,0.0006540032,0.000002376107,0.00001163745,9.143765e-7,0.0002025416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003987073,"threshold_uncertainty_score":0.01333809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537664955167394,"score_gpt":0.3864237741271129,"score_spread":0.3210471245754389,"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."}}