{"id":"W4386705393","doi":"10.1111/ddg.15179_g","title":"S2k‐Leitlinie Diagnostik, Prävention und Therapie des Handekzems","year":2023,"lang":"de","type":"article","venue":"JDDG Journal der Deutschen Dermatologischen Gesellschaft","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002149832,0.001392796,0.002059044,0.001320709,0.001731839,0.001266266,0.001141908,0.001154792,0.002168951],"category_scores_gemma":[0.001286916,0.001178378,0.001336917,0.001781025,0.0008779803,0.001339571,0.000577607,0.003144635,0.01542348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091177,"about_ca_system_score_gemma":0.0008038753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052272,"about_ca_topic_score_gemma":0.00008682393,"domain_scores_codex":[0.9908321,0.001026465,0.002589903,0.001115517,0.001793968,0.002642082],"domain_scores_gemma":[0.9936875,0.00143938,0.001290664,0.001171448,0.0009613692,0.001449662],"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":[0.0008987957,0.002144285,0.3345611,0.002574349,0.02445953,0.02516242,0.01258255,0.0004520855,0.003316171,0.001337234,0.4976091,0.09490237],"study_design_scores_gemma":[0.01121816,0.001007575,0.1616594,0.00484227,0.00712671,0.004849541,0.003073948,0.005102446,0.006518079,0.007835766,0.7842916,0.0024745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5028705,0.4625159,0.002254021,0.01810936,0.007419917,0.001599641,0.0001112368,0.000924985,0.004194439],"genre_scores_gemma":[0.7712436,0.2149086,0.001209109,0.002271036,0.003653497,0.0001226319,0.0002973192,0.0003389416,0.005955294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866825,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077607014302249,"score_gpt":0.3227966196036237,"score_spread":0.2820205494606012,"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."}}