{"id":"W4415286230","doi":"10.1093/bjd/ljaf411","title":"Clinical severity and parent–child discrepancies in paediatric atopic dermatitis across the USA","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Atopic dermatitis; Psychosocial; Psychological intervention; Quality of life (healthcare); MEDLINE; Severity of illness","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":[0.001243576,0.0001144628,0.0002613607,0.0007654225,0.0004330887,0.0005848352,0.0003441377,0.0003037181,0.001622185],"category_scores_gemma":[0.006658796,0.0002008704,0.0002714544,0.001500353,0.0003323358,0.0003728941,0.0007024626,0.0007029963,0.0001377602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007692068,"about_ca_system_score_gemma":0.0005274686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04386432,"about_ca_topic_score_gemma":0.06227235,"domain_scores_codex":[0.9981222,0.0007150751,0.0002902686,0.0002417049,0.0004823936,0.0001483697],"domain_scores_gemma":[0.995605,0.0009869218,0.002223411,0.000143723,0.0006698561,0.0003710959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002778414,0.00001920253,0.993803,0.00002699907,0.00003469267,0.0001268592,0.001085997,0.00003332962,0.00005556051,0.00002750521,0.0007064963,0.004052551],"study_design_scores_gemma":[8.413948e-7,0.000009275008,0.9988821,0.00002015421,0.000004916579,0.0001655832,0.0006270588,0.00003622765,0.00001290059,0.000007435257,0.0002316467,0.000001842742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969565,0.0009248109,0.00005748256,0.0003962316,0.00002096913,0.000006501746,0.0004373312,0.000004120875,0.001196239],"genre_scores_gemma":[0.9990433,0.0004267644,0.00007040874,0.00009139277,0.00000628872,0.000007047084,0.000277503,0.000002075097,0.0000752984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04386432,"threshold_uncertainty_score":0.08721799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406404331260422,"score_gpt":0.3269075968946484,"score_spread":0.3128435535820442,"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."}}