{"id":"W4200306291","doi":"10.1684/ejd.2021.4166","title":"Symptom burden of patients with moderate-to-severe atopic dermatitis","year":2021,"lang":"en","type":"article","venue":"European Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Janssen Pharmaceuticals; Galderma; Kongelig Hofbuntmager Aage Bangs Fond; Eli Lilly and Company; Pfizer; National Psoriasis Foundation","keywords":"Medicine; Atopic dermatitis; Quality of life (healthcare); Dermatology Life Quality Index; Depression (economics); Anxiety; Disease; Physical therapy; Pediatrics; Dermatology; Internal medicine; Psychiatry","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":[0.0003916298,0.0001572829,0.0003317574,0.0003995234,0.000223278,0.0004356378,0.0001622186,0.0002470698,0.002000471],"category_scores_gemma":[0.002409596,0.00009683263,0.0003047794,0.0005551978,0.0001397309,0.000274139,0.0003830374,0.0003236135,0.0001604115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587048,"about_ca_system_score_gemma":0.0001720826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316353,"about_ca_topic_score_gemma":0.001955024,"domain_scores_codex":[0.999633,0.0001317458,0.00005742565,0.00005568412,0.00007256112,0.00004953617],"domain_scores_gemma":[0.998952,0.0002699208,0.0005083102,0.00002909834,0.00006860479,0.0001721118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737691,0.00004126047,0.9952376,0.00004453545,0.00005793708,0.0001138955,0.000111515,0.00005646004,0.0001468452,0.00001522678,0.0002581036,0.00374283],"study_design_scores_gemma":[0.000008571562,0.0000919265,0.998969,0.00001022919,0.00002254609,0.0004722772,0.0001444301,0.00008740867,0.00001954952,0.00001722413,0.0001544456,0.000002524477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982598,0.0006810773,0.00003260069,0.000115218,0.00000487408,0.000006122965,0.0003751238,0.000003075483,0.000522111],"genre_scores_gemma":[0.9995769,0.0001128131,0.00002701307,0.00002557014,0.000006680875,0.00000295778,0.0002031776,4.355003e-7,0.00004447777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002000471,"threshold_uncertainty_score":0.00669229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007852182469643566,"score_gpt":0.223875864080169,"score_spread":0.2160236816105255,"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."}}