{"id":"W4409102197","doi":"10.3390/healthcare13070788","title":"The Global Burden of Atopic Dermatitis in Elderly Populations: Trends, Disparities, and Future Projections","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Atopic dermatitis; Environmental health; Medicine; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003480055,0.00005478239,0.0001362488,0.00006334288,0.0001250933,0.000007359356,0.00003334133,0.00007671033,0.000007510104],"category_scores_gemma":[0.00004024922,0.00004071609,0.00002387441,0.0003615116,0.00006803378,0.00003101124,0.00001501305,0.00009646739,5.340434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004314583,"about_ca_system_score_gemma":0.0001731917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200651,"about_ca_topic_score_gemma":0.006070046,"domain_scores_codex":[0.9994717,0.00006186804,0.0001933791,0.00009119541,0.00006246405,0.0001193638],"domain_scores_gemma":[0.9996961,0.00003343896,0.00003167117,0.0001403382,0.00005613267,0.00004236931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001457474,0.00001991123,0.8998519,0.0003083421,0.0000117482,0.000009485374,0.0001717293,3.297073e-7,7.236544e-8,0.03694226,0.006942335,0.05572735],"study_design_scores_gemma":[0.0003852651,0.00002176817,0.9534042,0.000145363,0.0000201668,0.00005060288,0.001026607,0.00004016078,0.000001302591,0.004928898,0.03994808,0.00002761237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6456821,0.06474146,0.00001342899,0.2831853,0.0005757917,0.0004611487,0.0001016143,0.0000520931,0.005187051],"genre_scores_gemma":[0.9977071,0.001053157,0.00006673067,0.0006549468,0.00005968716,0.00003797559,0.00003716954,0.000002122903,0.0003810748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.352025,"threshold_uncertainty_score":0.3387228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951224611757179,"score_gpt":0.3388173328513436,"score_spread":0.3193050867337718,"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."}}