{"id":"W4389180536","doi":"10.1111/jdv.19643","title":"Real‐world reported adverse events related to systemic immunomodulating therapy in patients with atopic dermatitis: Results from the <scp>TREAT NL</scp> (<scp>TREatment</scp> of <scp>ATopic</scp> eczema, the Netherlands) registry","year":2023,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Atopic dermatitis; Adverse effect; Incidence (geometry); Cohort; Dermatology; Dupilumab; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003249711,0.0001806059,0.0003650307,0.0008494553,0.0001287749,0.0005620096,0.0002630787,0.0002371349,0.0009475888],"category_scores_gemma":[0.006280053,0.0001524501,0.0008704022,0.001372202,0.0001662243,0.0004217475,0.0004613001,0.0002691839,0.0001589654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359288,"about_ca_system_score_gemma":0.0003446956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510214,"about_ca_topic_score_gemma":0.002299105,"domain_scores_codex":[0.9971027,0.001046362,0.0007296603,0.0004184947,0.0005865404,0.000116179],"domain_scores_gemma":[0.9862021,0.002589014,0.00959593,0.0006039747,0.0007094819,0.0002995273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004869821,0.00003382236,0.9964306,0.00009542097,0.0002614391,0.00004170005,0.00004394715,0.0001043123,0.0001046161,0.0000100306,0.0001611048,0.002226195],"study_design_scores_gemma":[0.00006424538,0.0002098022,0.998558,0.00002028525,0.0001270985,0.0002242003,0.0000589732,0.0001766425,0.000100207,0.000008492752,0.0004470167,0.000005148011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942535,0.001035146,0.0002193958,0.00003325919,0.000004995452,0.00006756877,0.003997407,0.000004891781,0.000383729],"genre_scores_gemma":[0.9952855,0.0003951919,0.0002277466,0.0000253717,0.00001116965,0.00006497045,0.003890428,0.000003319504,0.00009645614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249711,"threshold_uncertainty_score":0.01718628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628472200443285,"score_gpt":0.260076606564794,"score_spread":0.2437918845603611,"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."}}