{"id":"W4413380971","doi":"10.1007/s40521-025-00397-w","title":"A Review of Current and Emerging Treatments for Managing Pediatric Hand Eczema","year":2025,"lang":"en","type":"article","venue":"Current Treatment Options in Allergy","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"Charité – Universitätsmedizin Berlin","keywords":"Current (fluid); Medicine; Dermatology; Hand eczema; Allergy; Intensive care medicine; Contact dermatitis; Immunology; Engineering","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":[0.0008420632,0.0008108342,0.001879683,0.003729166,0.0003783568,0.001111022,0.001065785,0.001004423,0.005873521],"category_scores_gemma":[0.002761874,0.0003495042,0.001737608,0.002209595,0.0003057142,0.001326228,0.0005606656,0.001355258,0.001033834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005500341,"about_ca_system_score_gemma":0.00181804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164121,"about_ca_topic_score_gemma":0.002892307,"domain_scores_codex":[0.9992975,0.0001360052,0.0002328422,0.00009627541,0.000199858,0.00003736292],"domain_scores_gemma":[0.9986356,0.0008595252,0.0002346101,0.00002185909,0.0002079833,0.00004039075],"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":[0.0001249673,0.00008689458,0.0003633745,0.1754028,0.000410044,0.0003636894,0.0001307684,0.0002821466,0.0008046473,0.001223155,0.02829488,0.7925127],"study_design_scores_gemma":[0.0000831865,0.0002775264,0.002673496,0.1451279,0.002346341,0.004224138,0.0002045253,0.0002057837,0.0005282175,0.001380006,0.8429015,0.00004743785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001358373,0.9987447,0.0001126277,0.0002296686,0.0001403184,0.0000186648,0.00005533151,0.000008328027,0.0005544185],"genre_scores_gemma":[0.0007360917,0.9983028,0.0003097197,0.0003097735,0.0001186609,0.00002145758,0.00006720771,0.000002470307,0.0001317468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005873521,"threshold_uncertainty_score":0.01964891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320500026026629,"score_gpt":0.3683072721455969,"score_spread":0.3251022718853306,"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."}}