{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031853,0.0001202036,0.0001786364,0.0001751646,0.00009582136,0.0001253518,0.0001200203,0.00002673891,0.0001445979],"category_scores_gemma":[0.000005753088,0.0001164987,0.00008307411,0.0003213182,0.0000596842,0.0002205609,0.00008756669,0.0004131255,0.0001744167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005695154,"about_ca_system_score_gemma":0.0001327965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002142624,"about_ca_topic_score_gemma":0.000002670763,"domain_scores_codex":[0.9990165,0.00005100026,0.0002022182,0.0001857736,0.0001857491,0.0003588213],"domain_scores_gemma":[0.9995928,0.0000415879,0.00006885012,0.0001253414,0.00003323305,0.0001381262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003986134,0.00008254489,0.9174147,0.00002737529,0.00004602255,0.0001913556,0.001014719,0.0001096863,0.003221272,0.0006571572,0.000896177,0.07629915],"study_design_scores_gemma":[0.0008196217,0.00001810574,0.9803553,0.00008922349,0.000008863689,0.00002542806,0.000332543,0.004071577,0.001558921,0.009445364,0.003086708,0.0001883926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984133,0.00009875546,0.0005831114,0.00009635472,0.0001220343,0.00009462798,0.00001127459,0.00001518809,0.00056541],"genre_scores_gemma":[0.9992333,0.00004726315,0.00003228673,0.00001531003,0.0004248003,0.000009808262,0.00001526612,0.00002236735,0.000199588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07611075,"threshold_uncertainty_score":0.4750677,"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."}}