{"id":"W3170803325","doi":"10.1016/j.jaip.2021.02.026","title":"How to Measure Disease Activity, Impact, and Control in Patients with Recurrent Wheals, Angioedema, or Both","year":2021,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Janssen Pharmaceuticals; Merck Sharp and Dohme; Bausch Health; Novartis; Sanofi Australia; UCB; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Amgen; Pfizer; AbbVie; Abbott Laboratories","keywords":"Angioedema; Medicine; Hereditary angioedema; Disfigurement; Quality of life (healthcare); Disease; Omalizumab; Intensive care medicine; Dermatology; Surgery; Internal medicine; Immunology; Immunoglobulin E","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360404,0.0008648789,0.002325252,0.001768487,0.0006340992,0.002534035,0.0006109984,0.001435913,0.002134894],"category_scores_gemma":[0.01114755,0.0002710034,0.00124095,0.001031262,0.0004044682,0.002554528,0.000711687,0.001937792,0.001414654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267446,"about_ca_system_score_gemma":0.0009412437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038254,"about_ca_topic_score_gemma":0.006674326,"domain_scores_codex":[0.9972841,0.001028439,0.0006525086,0.000251215,0.0005808044,0.0002029788],"domain_scores_gemma":[0.9938214,0.001871374,0.001632511,0.0002190874,0.001759335,0.0006962807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001584207,0.001147555,0.6373879,0.001491365,0.0009206362,0.0005392589,0.0006753046,0.0007912054,0.001703296,0.0006602533,0.02539571,0.3277033],"study_design_scores_gemma":[0.0007389553,0.003393056,0.9513452,0.0024763,0.001579999,0.002815259,0.003668827,0.005430965,0.003287391,0.003816452,0.02114593,0.0003017314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.749786,0.09093481,0.02010713,0.05974009,0.005019242,0.002597319,0.00777626,0.001132303,0.06290697],"genre_scores_gemma":[0.9513862,0.01180996,0.02616484,0.004456908,0.001592305,0.0008799105,0.001194676,0.00007560267,0.002439592],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004038254,"threshold_uncertainty_score":0.01777172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416957458103276,"score_gpt":0.3410386479622745,"score_spread":0.3168690733812417,"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."}}