{"id":"W4320035486","doi":"10.1016/j.chest.2023.02.009","title":"CT Mucus Score and 129Xe MRI Ventilation Defects After 2.5 Years’ Anti-IL-5Rα in Eosinophilic Asthma","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Robarts Clinical Trials; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Reseau canadien de recherche respiratoire; Institute of Circulatory and Respiratory Health; Michael Smith Health Research BC; GlaxoSmithKline; Canadian Institutes of Health Research; AstraZeneca Canada; Canadian Allergy, Asthma and Immunology Foundation; AstraZeneca","keywords":"Medicine; Benralizumab; Spirometry; Asthma; Internal medicine; Eosinophilic; Gastroenterology; Eosinophil; Pathology","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":[0.00124821,0.0003332286,0.0002925773,0.0004549411,0.0002684811,0.0005012636,0.0003571647,0.0008626534,0.0008684017],"category_scores_gemma":[0.001638695,0.0002554517,0.0004835604,0.0001874562,0.0003075923,0.0004707775,0.0003693653,0.0006528044,0.0001528501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301003,"about_ca_system_score_gemma":0.0002024147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553909,"about_ca_topic_score_gemma":0.003006368,"domain_scores_codex":[0.9995912,0.0001254185,0.00002861403,0.0000716604,0.00008443844,0.00009868474],"domain_scores_gemma":[0.9981943,0.0001803525,0.001103341,0.0000614279,0.0001189324,0.0003418041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589484,0.0001737814,0.9934949,0.00001152849,0.00004996806,0.000256161,0.00007398518,0.00007816092,0.0021978,0.00001082242,0.00006936849,0.00199393],"study_design_scores_gemma":[0.00001827332,0.000586145,0.998519,0.000003088552,0.00002563252,0.0003211166,0.00005378068,0.00009493602,0.000294181,0.00000546589,0.00007533321,0.000003087712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999427,0.0003255573,0.00003132566,0.00002970191,0.000004720595,0.000004643696,0.00004054438,0.000002338487,0.0001342678],"genre_scores_gemma":[0.9996665,0.00005651568,0.00003338498,0.00001548991,0.000007782799,0.000003141394,0.00008106252,5.24936e-7,0.0001357555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553909,"threshold_uncertainty_score":0.006601274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739545314943475,"score_gpt":0.2717462794575074,"score_spread":0.2543508263080727,"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."}}