{"id":"W3013900378","doi":"10.1097/der.0000000000000575","title":"Allergic Contact Dermatitis to Components of Wearable Adhesive Health Devices","year":2020,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allergic contact dermatitis; Medicine; Contact dermatitis; Wearable computer; Rash; Dermatology; Patch testing; Acrylate; Allergy; Immunology; Materials science; Computer science; Polymer; Embedded system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001524905,0.0007879254,0.005129405,0.0004617964,0.000153513,0.0000907354,0.0004616696,0.0002814719,0.0007177044],"category_scores_gemma":[0.000110531,0.0006994369,0.0009170892,0.0006367056,0.00005212794,0.0002146277,0.0002333386,0.0005527562,0.001074926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337257,"about_ca_system_score_gemma":0.0008595492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009286722,"about_ca_topic_score_gemma":0.0003105093,"domain_scores_codex":[0.9956481,0.0003135326,0.002060046,0.0005906774,0.0007382469,0.0006493918],"domain_scores_gemma":[0.9969065,0.0002693433,0.00116537,0.0006856628,0.0002018746,0.0007712376],"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":[0.000004185392,0.0001317422,0.00009062819,0.06802637,0.0009407634,0.0005437512,0.0009976672,7.031157e-7,0.000002002216,0.000182805,0.1319784,0.797101],"study_design_scores_gemma":[0.000698693,0.0003205012,0.003324611,0.06217078,0.0003552414,0.0008459529,0.0001102915,0.00001881578,0.00001014434,0.000009283318,0.9316389,0.0004968011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006959547,0.9852365,0.00007774227,0.007562124,0.0003691186,0.002576784,0.0005909451,0.0001501129,0.003367064],"genre_scores_gemma":[0.001640904,0.9825093,0.0009520117,0.01330749,0.0002053447,0.0002059522,0.0007840255,0.0001274694,0.0002674827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7996604,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489333341738015,"score_gpt":0.3248877004350479,"score_spread":0.2759543662612464,"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."}}