{"id":"W3161926612","doi":"10.1183/23120541.00984-2020","title":"Upregulation of interleukin-19 in severe asthma: a potential saliva biomarker for asthma severity","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"King Saud University; Al Jalila Foundation","keywords":"Medicine; Asthma; Biomarker; Saliva; Rheumatoid arthritis; Immunology; Downregulation and upregulation; Interleukin; COPD; Allergy; Cytokine; Internal medicine; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001401312,0.0001282332,0.0003704987,0.0002528864,0.0001203807,0.00008303762,0.0003060379,0.0001398016,0.001059758],"category_scores_gemma":[0.0007714658,0.000113078,0.0001439782,0.000676795,0.0001696957,0.0002069172,0.0005580437,0.0002673228,0.00003045644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679021,"about_ca_system_score_gemma":0.00126564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000301534,"about_ca_topic_score_gemma":0.0002427329,"domain_scores_codex":[0.9976349,0.0004441534,0.0003900701,0.000451163,0.0006582218,0.0004214442],"domain_scores_gemma":[0.9983446,0.0001898054,0.00006500912,0.00047524,0.0006895536,0.0002357733],"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":[0.02431865,0.005612066,0.218048,0.003495121,0.0005119139,0.002864027,0.002176228,0.0001824929,0.1621359,0.002536791,0.1283117,0.4498072],"study_design_scores_gemma":[0.006718708,0.000659891,0.9056089,0.000567026,0.00001870564,0.000146547,0.001827511,0.002319395,0.01151164,0.00090446,0.06948355,0.0002336406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904462,0.0005342361,0.0003506482,0.001699019,0.0001094945,0.001687391,0.00008218214,0.0000155792,0.005075247],"genre_scores_gemma":[0.9923227,0.00001674485,0.00123783,0.0001391843,0.0001150792,0.0001263409,0.000141528,0.00002822049,0.005872305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6875609,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09346867726451744,"score_gpt":0.4269118900632352,"score_spread":0.3334432127987178,"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."}}