{"id":"W2987378187","doi":"10.1136/thoraxjnl-2019-214139","title":"Association between asthma, corticosteroids and allostatic load biomarkers: a cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Thorax","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Allostatic load; Medicine; Asthma; Socioeconomic status; Allostasis; Cross-sectional study; Context (archaeology); Gerontology; Demography; Internal medicine; Environmental health; Population; Immunology; Pathology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002288325,0.0001133729,0.0002156667,0.00003317571,0.00009123822,0.00006199171,0.00004237024,0.00006756568,0.0001438844],"category_scores_gemma":[0.0003362861,0.00009680381,0.00005407624,0.0001454403,0.00004199563,0.00008778683,0.00004591382,0.0001182782,0.00009852443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129554,"about_ca_system_score_gemma":0.0001171727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001706147,"about_ca_topic_score_gemma":0.000004193038,"domain_scores_codex":[0.9987897,0.00008217403,0.0002614177,0.0002502288,0.0004519075,0.0001645184],"domain_scores_gemma":[0.999315,0.00009108863,0.0001014455,0.00009969893,0.0001245,0.0002683187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002185734,0.0001288671,0.9939851,0.00005063542,0.0002468654,0.00004210343,0.0004165747,6.775269e-7,0.0006808942,0.00000102155,0.0006117496,0.003616952],"study_design_scores_gemma":[0.001662676,0.001005417,0.9942941,0.00001387048,0.0001455472,0.00000382318,0.000293505,0.00006124632,0.00008079915,0.00001202279,0.00233132,0.00009565037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980282,0.0002290813,0.00007611694,0.0006768461,0.00005939546,0.000425664,0.00003614259,0.00007477272,0.0003937328],"genre_scores_gemma":[0.9985294,0.000004174417,0.00006349359,0.0006619878,0.0003108822,0.00001242889,0.00002301178,0.00001563526,0.0003789235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521302,"threshold_uncertainty_score":0.3947545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478789687689935,"score_gpt":0.3281557060038715,"score_spread":0.2933678091269721,"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."}}