{"id":"W2004633518","doi":"10.1111/ddg.12510_1","title":"Guidelines for diagnosis, prevention and treatment of hand eczema","year":2015,"lang":"en","type":"review","venue":"JDDG Journal der Deutschen Dermatologischen Gesellschaft","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Hand eczema; Dermatology; Medicine; Allergy; Immunology; Contact dermatitis","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":[0.00796178,0.001389736,0.003008581,0.005916934,0.001036187,0.002317726,0.004532105,0.007420972,0.01472256],"category_scores_gemma":[0.03089164,0.0008965228,0.00502642,0.003793777,0.0009246961,0.001893307,0.002075618,0.006288663,0.01054095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216197,"about_ca_system_score_gemma":0.01166403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683516,"about_ca_topic_score_gemma":0.02114491,"domain_scores_codex":[0.9860842,0.00426579,0.003942988,0.0005473654,0.004497917,0.0006617944],"domain_scores_gemma":[0.9749743,0.008971251,0.003093616,0.0005686141,0.0116747,0.0007175669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219677,0.0002869509,0.0007031126,0.03108194,0.0003064991,0.0002958696,0.0003334033,0.0004745311,0.0006002146,0.005094443,0.6115992,0.3490042],"study_design_scores_gemma":[0.0003324278,0.0001272938,0.003023162,0.05983654,0.0006996028,0.0007749748,0.000150272,0.000270593,0.0002511753,0.005936984,0.9285294,0.00006751233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002042655,0.7348773,0.02089086,0.1185567,0.01975547,0.007498432,0.01517847,0.001593001,0.07960714],"genre_scores_gemma":[0.01607641,0.6687838,0.1573736,0.06391025,0.005489604,0.01535596,0.03207033,0.0005488607,0.04039112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01683516,"threshold_uncertainty_score":0.04925185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2321164531978666,"score_gpt":0.4437412448082337,"score_spread":0.2116247916103672,"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."}}