{"id":"W4385739881","doi":"10.1016/j.pulmoe.2023.07.006","title":"Dynamic hyperinflation in patients with severe asthma compared to healthy adults","year":2023,"lang":"en","type":"letter","venue":"Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"NIHR Leicester Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Dynamic hyperinflation; Asthma; Hyperinflation; Intensive care medicine; Physical therapy; Internal medicine; Lung; Lung volumes","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":[0.0003279243,0.0001581292,0.0003776917,0.0005584647,0.000378888,0.000617869,0.0001421262,0.0006093201,0.004337015],"category_scores_gemma":[0.002178041,0.0001322838,0.000505685,0.0005324482,0.0001939489,0.0007002866,0.0004878274,0.0007191261,0.00062071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052177,"about_ca_system_score_gemma":0.0002141075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044404,"about_ca_topic_score_gemma":0.002528179,"domain_scores_codex":[0.9996355,0.00005921095,0.00005471347,0.00008560149,0.00009834637,0.00006666765],"domain_scores_gemma":[0.9989857,0.0001663326,0.0004249839,0.00003169957,0.00008032864,0.0003108415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003358944,0.00005888391,0.9931921,0.00005114084,0.00005704096,0.0001909745,0.0001290332,0.0000223991,0.0002562227,0.00003381183,0.0008063074,0.004866142],"study_design_scores_gemma":[0.00001308575,0.0001390393,0.9985827,0.00002046969,0.00002553061,0.0003577754,0.000257384,0.00004357062,0.00001937409,0.00002797411,0.0005094444,0.000003611688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894028,0.0035385,0.00007915024,0.0008683437,0.0001228096,0.00003112691,0.0008022806,0.000009265314,0.005145763],"genre_scores_gemma":[0.9972247,0.0008801512,0.00005604703,0.000368063,0.000130782,0.00002916694,0.0006527536,0.000003400331,0.0006550613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004337015,"threshold_uncertainty_score":0.01450872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008769887076816038,"score_gpt":0.2487690713287475,"score_spread":0.2399991842519314,"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."}}