{"id":"W4220796724","doi":"10.1002/clt2.12128","title":"Allergen immunotherapy in MASK‐air users in real‐life: Results of a Bayesian mixed‐effects model","year":2022,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"ALK-Abelló; EIT Health; Charité – Universitätsmedizin Berlin; Mylan; Novartis","keywords":"Medicine; Allergy; Slit; Confidence interval; Allergen; Internal medicine; Immunology","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":[0.0005931258,0.0001291537,0.0004273727,0.0001439079,0.00005468087,0.000003103465,0.00006594241,0.000108366,0.00006847381],"category_scores_gemma":[0.00007284645,0.0001231676,0.0001216174,0.0002302994,0.0001003841,0.00005598941,0.00002185031,0.0002926162,9.140905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463156,"about_ca_system_score_gemma":0.0001694572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020897,"about_ca_topic_score_gemma":0.0004283465,"domain_scores_codex":[0.9980233,0.0002095551,0.0009551269,0.0003258286,0.0003180086,0.0001682156],"domain_scores_gemma":[0.9992109,0.0003781233,0.0001161162,0.0001459452,0.00004169459,0.0001072536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.04811909,0.0084887,0.3283048,0.0004086252,0.001440534,0.0008024048,0.01371509,0.4328488,0.002187011,0.08245087,0.003365565,0.07786843],"study_design_scores_gemma":[0.01356257,0.0004686729,0.7545567,0.00006777004,0.00001116426,0.00001276099,0.0001477136,0.2231515,0.00001405498,0.005911897,0.001922015,0.0001732119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883799,0.0005189407,0.00175051,0.005213343,0.000148202,0.0003884356,0.00004716042,0.00002163821,0.003531871],"genre_scores_gemma":[0.9956099,0.00169133,0.001388441,0.0007357302,0.00004932211,0.00002639196,0.0002175862,0.00001861365,0.0002626348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262518,"threshold_uncertainty_score":0.5022629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481533528579805,"score_gpt":0.3114358371146693,"score_spread":0.2766205018288712,"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."}}