{"id":"W2796254023","doi":"10.1016/j.jaip.2018.03.008","title":"Relationship of Inhaled Corticosteroid Adherence to Asthma Exacerbations in Patients with Moderate-to-Severe Asthma","year":2018,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Teva Pharmaceutical Industries","keywords":"Medicine; Asthma; Exacerbation; Eosinophil; Corticosteroid; Asthma exacerbations; Internal medicine; Medical prescription; Inhaled corticosteroids; Cohort; Immunology; Pharmacology","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":[0.0009050348,0.00009884113,0.0003279583,0.0001442349,0.00006624286,0.000007328302,0.0001326018,0.0001257676,0.00005374569],"category_scores_gemma":[0.003792068,0.00006130133,0.00003890241,0.0002898489,0.0002758004,0.0002474977,0.0000653136,0.0005773298,0.00001918432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003000109,"about_ca_system_score_gemma":0.0002109607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126986,"about_ca_topic_score_gemma":0.0001682756,"domain_scores_codex":[0.9980252,0.0006557299,0.0008658628,0.0001197815,0.0001852069,0.0001482288],"domain_scores_gemma":[0.9969528,0.001619836,0.0005057572,0.0002150655,0.0005906741,0.0001158282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1046402,0.004148345,0.8612498,0.00001328166,0.00132686,0.0001674799,0.002878088,0.0004595063,0.0001674161,0.0004296697,0.0003256992,0.02419364],"study_design_scores_gemma":[0.004172079,0.01226497,0.9809766,0.0002004905,0.0001120853,0.0001492567,0.001021946,0.00002227726,0.00002302162,0.00007176993,0.0009155656,0.00006993797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967517,0.0003032929,0.0002006093,0.001936825,0.000127735,0.0002252693,0.00000159746,0.000002983876,0.0004499626],"genre_scores_gemma":[0.9977791,0.0001656891,0.0007589621,0.00114632,0.00005285771,0.000002897376,0.000001005955,0.000008659807,0.00008448897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197268,"threshold_uncertainty_score":0.4539734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046603683151209,"score_gpt":0.3436226878715796,"score_spread":0.3131566510400675,"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."}}