{"id":"W4409084320","doi":"10.2340/actadv.v105.42596","title":"Chronic Hand Eczema, Real World, and Patient Centricity: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Acta Dermato Venereologica","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Janssen Biotech; LEO Pharma; Bausch Health; Scheme for Promotion of Academic and Research Collaboration; Ribon Therapeutics; Bristol-Myers Squibb; Eli Lilly and Company; Galderma; Incyte; Sun Pharma; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Sanofi; Celldex Therapeutics; Amgen; Pfizer","keywords":"Medicine; Hand eczema; Psychosocial; Quality of life (healthcare); Socioeconomic status; Disease; Context (archaeology); Health care; Chronic disease; Chronic condition; Family medicine; Allergy; Nursing; Population; Environmental health; Immunology; Pathology; Psychiatry; Contact dermatitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009227901,0.0005962214,0.001306398,0.003182671,0.0004054168,0.001742849,0.0006671654,0.001153887,0.003960914],"category_scores_gemma":[0.005253456,0.0002475284,0.0008215432,0.004117034,0.000510319,0.001719546,0.0007458708,0.001037947,0.0004454088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008583982,"about_ca_system_score_gemma":0.003267532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802859,"about_ca_topic_score_gemma":0.00382012,"domain_scores_codex":[0.9993907,0.0001797735,0.0001744368,0.00008296284,0.000139373,0.00003273872],"domain_scores_gemma":[0.9960523,0.003029348,0.0005243987,0.00004784705,0.0002762938,0.00006984308],"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":[0.0001519457,0.00005915754,0.0009776911,0.353567,0.0006481686,0.001120762,0.0008506682,0.0003242319,0.0005533177,0.005674804,0.04683667,0.5892355],"study_design_scores_gemma":[0.00003489355,0.0001223379,0.003377261,0.2589942,0.002159722,0.009802493,0.0009566651,0.0001179771,0.0001984179,0.002534159,0.7216514,0.00005051505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001388731,0.9990298,0.00003721197,0.0002613027,0.0001347562,0.000006198517,0.00002798095,0.000002100807,0.0003618308],"genre_scores_gemma":[0.001759592,0.9975519,0.0000845001,0.0003233137,0.0001461389,0.00001120188,0.00003181763,0.000001034457,0.00009051077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003960914,"threshold_uncertainty_score":0.01325053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454953398053641,"score_gpt":0.3171153270269746,"score_spread":0.2925657930464383,"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."}}