{"id":"W4407342375","doi":"10.1089/derm.2024.0197","title":"The Heterogeneous Clinical Manifestations of Atopic Dermatitis across Diverse Patient Populations","year":2025,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002181997,0.000538501,0.002156955,0.003802373,0.0003207946,0.001508749,0.0007106247,0.0007822023,0.00208073],"category_scores_gemma":[0.006874549,0.0002480519,0.001468289,0.004785013,0.0004752559,0.0012119,0.0007905271,0.0006363819,0.000329261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006251315,"about_ca_system_score_gemma":0.001944847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766554,"about_ca_topic_score_gemma":0.005248447,"domain_scores_codex":[0.9982917,0.0005244379,0.0005289868,0.0001841368,0.000402844,0.00006790832],"domain_scores_gemma":[0.9959953,0.003167978,0.0004057756,0.00006331527,0.0003331697,0.00003445292],"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":[0.0000957224,0.00003373085,0.002076949,0.2435614,0.001394568,0.0006734494,0.0006239021,0.0001997093,0.0008854892,0.00175584,0.007108032,0.7415912],"study_design_scores_gemma":[0.00009765062,0.0002372683,0.0276181,0.4116818,0.0113499,0.01185933,0.002150187,0.0001121514,0.001015708,0.003736531,0.5300603,0.0000811469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003802047,0.9988558,0.00005434518,0.000134885,0.00003707649,0.00001357605,0.00004660783,0.000001565083,0.0004759088],"genre_scores_gemma":[0.003118009,0.996333,0.000147569,0.0002113777,0.00003422243,0.00001914253,0.00005910264,9.205972e-7,0.0000766681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003802373,"threshold_uncertainty_score":0.01153964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07028041676781555,"score_gpt":0.4117397974444084,"score_spread":0.3414593806765928,"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."}}