{"id":"W2316926361","doi":"10.1097/der.0000000000000098","title":"Nonallergic Reactions to Medical Tapes","year":2015,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergy; Etiology; Dermatology; Medical record; Medical history; Surgery; Immunology; Pathology","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":["insufficient_payload"],"category_scores_codex":[0.0002409212,0.0004267452,0.002027076,0.0003645556,0.00008368483,0.00006444001,0.0002732119,0.0004200773,0.004258372],"category_scores_gemma":[0.000530031,0.0003351043,0.000519464,0.000417256,0.00004505805,0.00009746035,0.000154462,0.000583144,0.003880659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071052,"about_ca_system_score_gemma":0.001538969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008691082,"about_ca_topic_score_gemma":0.00009274737,"domain_scores_codex":[0.997277,0.0001056205,0.000916386,0.0003514272,0.000993079,0.000356548],"domain_scores_gemma":[0.9977893,0.000154725,0.000200771,0.0005390205,0.0001811629,0.001135082],"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":[4.439162e-7,0.00004046222,0.000001355474,0.005696637,0.0001565934,0.0005221872,0.00007566933,7.028866e-8,1.862856e-8,0.0001703731,0.3382137,0.6551225],"study_design_scores_gemma":[0.0002776597,0.00005452637,0.0000544098,0.02333955,0.000387183,0.003736203,0.00002216299,0.000008238748,1.982601e-7,0.00002503402,0.9717766,0.00031824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003541926,0.9635565,0.00005202166,0.005780611,0.0005751451,0.0008056506,0.00009064656,0.0001719292,0.02896399],"genre_scores_gemma":[0.0000105164,0.9874493,0.0004051352,0.00543531,0.0006680898,0.000261305,0.0004385982,0.00007537501,0.005256324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6548042,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226824248161898,"score_gpt":0.3517847766159257,"score_spread":0.2995165341343067,"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."}}