{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712121,0.0003839678,0.0002768245,0.001214982,0.0002110802,0.0008963818,0.0003761684,0.0004044478,0.002755972],"category_scores_gemma":[0.002499907,0.0001251037,0.0009740772,0.001953234,0.0001450801,0.001124453,0.0009415497,0.0008690005,0.0004268641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150561,"about_ca_system_score_gemma":0.002410557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03317559,"about_ca_topic_score_gemma":0.03314153,"domain_scores_codex":[0.9996001,0.0001128886,0.00003188059,0.00005500083,0.0001103741,0.00008968682],"domain_scores_gemma":[0.9992722,0.00009579361,0.000176738,0.000024654,0.0003079057,0.0001226714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002197367,0.0001071782,0.7833295,0.0008936748,0.0004710023,0.0002803655,0.0006210919,0.01466375,0.0004573512,0.009677385,0.04166129,0.1476177],"study_design_scores_gemma":[0.00005901133,0.0002650191,0.8748176,0.001809501,0.0006624658,0.0006967476,0.002809283,0.03830985,0.0004647598,0.02163549,0.05840245,0.00006789229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7836103,0.04045527,0.0154017,0.04940799,0.0007859049,0.0003267477,0.08281996,0.0003421378,0.02685004],"genre_scores_gemma":[0.9547371,0.01776653,0.006150346,0.0009653725,0.0002388143,0.0002056785,0.01907508,0.00002693848,0.000834261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03317559,"threshold_uncertainty_score":0.065965,"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."}}