{"id":"W4398253121","doi":"10.1183/23120541.00196-2024","title":"Clinical characterisation of exacerbations of severe eosinophilic asthma occurring on mepolizumab and placebo","year":2024,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University Belfast; NIHR Oxford Biomedical Research Centre; University of Oxford; National Institute for Health and Care Research; Queen's University; GlaxoSmithKline","keywords":"Mepolizumab; Medicine; Sodium cromoglycate; Conflict of interest; Family medicine; Christian ministry; Asthma; Internal medicine; Eosinophil; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373812,0.00007681784,0.0002626589,0.000237035,0.00008075817,0.00005301005,0.000152207,0.00008083456,0.0003422341],"category_scores_gemma":[0.0005309645,0.00005932361,0.00006362745,0.000310655,0.000238424,0.0001353812,0.000213385,0.0003384553,0.0001002291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003671152,"about_ca_system_score_gemma":0.0004462584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004776078,"about_ca_topic_score_gemma":0.000006245678,"domain_scores_codex":[0.9984211,0.0002862313,0.0003697569,0.000270853,0.0004758471,0.0001762171],"domain_scores_gemma":[0.9987693,0.0005541852,0.00004590223,0.0002845986,0.0001883194,0.0001576729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007129284,0.00181993,0.3307916,0.003692708,0.0003966012,0.0003162543,0.00247978,0.00002006983,0.019401,0.01041829,0.02498871,0.5985458],"study_design_scores_gemma":[0.002355174,0.002287382,0.928551,0.00199255,0.00003900794,0.00003928321,0.000770002,0.0008364103,0.002947804,0.000277036,0.05976605,0.0001382619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856808,0.0005205131,0.000005300413,0.0005865075,0.00008212306,0.0008233337,0.00005313365,0.00001498904,0.01223329],"genre_scores_gemma":[0.9983898,0.00009248586,0.0000848467,0.00005820556,0.0001484713,0.00003523285,0.00001654941,0.00001564654,0.001158765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984075,"threshold_uncertainty_score":0.3747224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663055090896624,"score_gpt":0.4943231532278231,"score_spread":0.3280176441381608,"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."}}