{"id":"W2020600687","doi":"10.2310/6620.2004.20441","title":"Allergic Contact Dermatitis from Hearing Aid Materials","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Medicine; Silicone; Ear canal; Allergic contact dermatitis; Patch testing; Audiology; Contact dermatitis; Dermatology; Composite material; Allergy; Materials science","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":[0.0000796325,0.0003239267,0.0006653373,0.0001438166,0.0001795395,0.0001943317,0.000167205,0.0001519228,0.003257895],"category_scores_gemma":[0.000059723,0.0003097235,0.0001643942,0.0001463239,0.00005252192,0.0004474249,0.00009579863,0.0002020062,0.001093657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677444,"about_ca_system_score_gemma":0.0001336197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417979,"about_ca_topic_score_gemma":0.0004949509,"domain_scores_codex":[0.9980747,0.00005111626,0.0006567785,0.0003367267,0.0004164199,0.0004642512],"domain_scores_gemma":[0.9989312,0.00006793514,0.0001606136,0.0004949495,0.00009411953,0.0002512018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002252204,0.00237362,0.08856538,0.0030586,0.004531292,0.02281008,0.02826877,0.0003812466,0.3906678,0.04833722,0.3522041,0.05857661],"study_design_scores_gemma":[0.006519172,0.0001508347,0.7045835,0.001159665,0.0001172391,0.001111448,0.0003535916,0.0000371935,0.1384452,0.002615828,0.1443252,0.0005811909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725871,0.0009209101,0.0007213273,0.01458799,0.00064507,0.0004769294,0.0001964636,0.0003266484,0.009537519],"genre_scores_gemma":[0.9807962,0.0007258339,0.002542987,0.01484551,0.000364569,0.00005787243,0.0003862407,0.00005695938,0.0002238339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160181,"threshold_uncertainty_score":0.9999355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740492927026914,"score_gpt":0.2471805444058468,"score_spread":0.2297756151355776,"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."}}