{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002837481,0.0004586488,0.001757365,0.0009250204,0.0003435704,0.0007142989,0.00045432,0.0007766389,0.002471887],"category_scores_gemma":[0.005240101,0.0001959559,0.0007241105,0.0006395046,0.0003748485,0.0006580176,0.0004194267,0.0007394835,0.0005041519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879477,"about_ca_system_score_gemma":0.0002874476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000310636,"about_ca_topic_score_gemma":0.0004386897,"domain_scores_codex":[0.9974985,0.0008127911,0.000467805,0.0003482581,0.0006791791,0.0001934304],"domain_scores_gemma":[0.9948159,0.001878917,0.001389528,0.0002052958,0.0007507183,0.000959688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2103144,0.005288752,0.5651506,0.002746572,0.001407361,0.004041019,0.001283565,0.001111624,0.05860521,0.0003344198,0.002945572,0.146771],"study_design_scores_gemma":[0.001971746,0.03167123,0.9587526,0.0001223782,0.000241218,0.002738579,0.0002578249,0.0006273807,0.001411819,0.00009223688,0.002074857,0.00003806844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873536,0.006913081,0.0003918088,0.0001136678,0.00005878161,0.001018635,0.0007913277,0.00001708329,0.003342197],"genre_scores_gemma":[0.9942674,0.001432307,0.0007539734,0.0002118247,0.0001430073,0.0005922888,0.001868527,0.00001020588,0.0007203602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002837481,"threshold_uncertainty_score":0.01500618,"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."}}