{"id":"W4390696435","doi":"10.1111/all.16011","title":"Sputum cytokines associated with raised FeNO after anti‐IL5 biologic therapy in severe asthma","year":2024,"lang":"en","type":"letter","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Sputum; Asthma; Medicine; Immunology; Content (measure theory); Intensive care medicine; Tuberculosis; Pathology","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":[0.0001042848,0.0006026333,0.0008905366,0.0003547914,0.00004419307,0.00005070716,0.0001968809,0.001041129,0.001306343],"category_scores_gemma":[0.00004869817,0.000368611,0.0002846693,0.0004225289,0.0001675646,0.00005423679,0.00006715561,0.001292164,0.0001737657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202542,"about_ca_system_score_gemma":0.0003488212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433834,"about_ca_topic_score_gemma":0.00005965113,"domain_scores_codex":[0.9976211,0.0001754202,0.00039686,0.0007555961,0.0004378754,0.000613148],"domain_scores_gemma":[0.9990447,0.0001112655,0.0001509523,0.0004647582,0.0001161592,0.0001121584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006298566,0.0002309359,0.009840669,0.0001941012,0.0009351309,0.02328289,0.0001077354,0.000006957321,0.0001402128,0.000002767359,0.9619193,0.002709418],"study_design_scores_gemma":[0.002014605,0.0009349618,0.1036182,0.001024597,0.00004215779,0.00007261635,0.00002089582,0.000008926561,0.00003189348,0.00003633908,0.8916976,0.0004971491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7080628,0.0128068,0.000003074176,0.270698,0.0009106974,0.001103194,0.0003140309,0.000462362,0.005639016],"genre_scores_gemma":[0.3487935,0.0007958292,0.00002299363,0.6322636,0.00353786,0.0002302175,0.001601338,0.0002301832,0.01252449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3615656,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139877076392898,"score_gpt":0.2414167477869297,"score_spread":0.2274290401476399,"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."}}