{"id":"W4407853068","doi":"10.1093/bjd/ljaf066","title":"High prevalence of chronic hand eczema in Europe and Canada","year":2025,"lang":"en","type":"letter","venue":"British Journal of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Family medicine; Medicine; Allergy; Dermatology; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003482678,0.0001805466,0.0004056687,0.001112818,0.00295901,0.00140072,0.0006660609,0.002134134,0.006542286],"category_scores_gemma":[0.001927903,0.0002599444,0.0003896152,0.002611636,0.0006892571,0.0004576904,0.0004754399,0.001265817,0.0003640614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008879244,"about_ca_system_score_gemma":0.01202802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707416,"about_ca_topic_score_gemma":0.9810968,"domain_scores_codex":[0.9991616,0.00006741105,0.00007206359,0.00007237298,0.0002744581,0.0003521552],"domain_scores_gemma":[0.9977371,0.0002031202,0.000263561,0.00003833581,0.001014311,0.0007436535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001971773,0.00007299068,0.9432726,0.0001084966,0.00009799907,0.00765506,0.001632639,0.0001166998,0.0008434512,0.000622754,0.03027237,0.01510778],"study_design_scores_gemma":[0.00003022802,0.00003337094,0.9739095,0.0001302622,0.00005214049,0.005509714,0.006750517,0.0002476645,0.0001211118,0.0001665112,0.01301063,0.00003827314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8981782,0.006010848,0.0001919174,0.04043093,0.0006378017,0.0000480871,0.003112703,0.00005958085,0.05132991],"genre_scores_gemma":[0.9838823,0.001561506,0.0001421316,0.006851193,0.000207454,0.000009320304,0.000314742,0.00001990553,0.007011463],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02925843,"threshold_uncertainty_score":0.06442374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005345158504312348,"score_gpt":0.2110993665058145,"score_spread":0.2057542080015022,"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."}}