{"id":"W4412805858","doi":"10.1542/pir.2024-006427","title":"Atopic Dermatitis Part 1: Pathophysiology, Clinical Manifestations, and Associations","year":2025,"lang":"en","type":"review","venue":"Pediatrics in Review","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Atopic dermatitis; Rash; Etiology; Disease; Comorbidity; Immune dysregulation; Quality of life (healthcare); Dermatology; Asthma; Epidemiology; Immunology; Intensive care medicine; Psychiatry; 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":[0.000286481,0.0008525273,0.001117218,0.002212515,0.000293698,0.001233651,0.0004469593,0.0006465042,0.004455333],"category_scores_gemma":[0.0008671502,0.0002221911,0.0007017443,0.002210641,0.0003875883,0.0009728715,0.0005207272,0.001198128,0.001643895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467741,"about_ca_system_score_gemma":0.0008553948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256878,"about_ca_topic_score_gemma":0.00169477,"domain_scores_codex":[0.9997541,0.0000477551,0.0000582541,0.00004578657,0.0000695473,0.00002439208],"domain_scores_gemma":[0.9996418,0.0001759689,0.00007068012,0.00001007172,0.00007921628,0.00002221626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007339779,0.00007372681,0.001522808,0.03595492,0.0001759659,0.0006795232,0.0001581715,0.000330277,0.001460951,0.001924655,0.04187158,0.915774],"study_design_scores_gemma":[0.00002239806,0.0001084785,0.009105466,0.0218196,0.0004912422,0.01749651,0.0002725814,0.0001358781,0.0003976949,0.003297325,0.9468143,0.00003856214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002588888,0.9979322,0.0000844044,0.000191422,0.0001601717,0.000008001181,0.0000337011,0.000007971651,0.00132327],"genre_scores_gemma":[0.00191951,0.9968741,0.000158994,0.000181451,0.0002367134,0.000007190694,0.00005327223,0.000001875461,0.0005668292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004455333,"threshold_uncertainty_score":0.01490456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723415456044977,"score_gpt":0.4337807472833128,"score_spread":0.366546592722863,"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."}}