{"id":"W4408349879","doi":"10.1016/j.chpulm.2025.100163","title":"A Multicenter Retrospective Study Evaluating IL-5-Targeted Biologic Therapies for the Treatment of Asthma and Allergic Bronchopulmonary Aspergillosis in Adults With Cystic Fibrosis","year":2025,"lang":"en","type":"article","venue":"CHEST Pulmonary","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; St. Michael's Hospital; University of British Columbia","funders":"Cystic Fibrosis Canada","keywords":"Allergic bronchopulmonary aspergillosis; Medicine; Cystic fibrosis; Asthma; Retrospective cohort study; Aspergillosis; Intensive care medicine; Allergic asthma; Immunology; Internal medicine; Immunoglobulin E","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":[0.002204184,0.0003251127,0.0008275384,0.000603651,0.0004788718,0.0006808105,0.000331631,0.0006277625,0.00119097],"category_scores_gemma":[0.004325402,0.0003640318,0.0005666791,0.0009919669,0.0003976454,0.0005472028,0.0004496855,0.0003688872,0.0001718201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239482,"about_ca_system_score_gemma":0.0006648873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376077,"about_ca_topic_score_gemma":0.002433516,"domain_scores_codex":[0.9976969,0.000829652,0.0004305631,0.0005499592,0.0003114374,0.0001814023],"domain_scores_gemma":[0.9950131,0.0009446084,0.002798182,0.0002546453,0.0004369287,0.0005525164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00047367,0.00006353644,0.9980171,0.00004710141,0.00008942046,0.0002174216,0.0001077924,0.00001460928,0.000168549,0.00001292517,0.00005751738,0.0007303618],"study_design_scores_gemma":[0.0001699123,0.001982236,0.9946091,0.00004887979,0.0002593354,0.001424205,0.0005067092,0.0001348124,0.000112308,0.0000149606,0.0007279165,0.000009577359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975896,0.001506107,0.0001059238,0.00003855804,0.00001017756,0.00008932727,0.0003046751,0.000002248267,0.0003532903],"genre_scores_gemma":[0.9991623,0.0002226335,0.0001570669,0.00009477729,0.00002155116,0.00005469179,0.0002368232,0.000001530673,0.00004864607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002376077,"threshold_uncertainty_score":0.01165694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900976028083396,"score_gpt":0.2991313135456148,"score_spread":0.2801215532647809,"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."}}