{"id":"W4411696664","doi":"10.1093/bjd/ljaf245","title":"Culprit allergens in diabetes technology-associated allergic contact dermatitis: investigation remains challenging","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Culprit; Medicine; Dermatology; Allergic contact dermatitis; Diabetes mellitus; Immunology; Contact dermatitis; Allergy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001663219,0.0004600328,0.00101922,0.001670706,0.0009163608,0.002758681,0.001001153,0.002573173,0.002786996],"category_scores_gemma":[0.005918695,0.0004279503,0.0006198756,0.001181832,0.0009318201,0.003062281,0.0007335925,0.002439956,0.00163264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797982,"about_ca_system_score_gemma":0.001451443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004924066,"about_ca_topic_score_gemma":0.005807233,"domain_scores_codex":[0.9984838,0.0002925828,0.0002887833,0.0001571246,0.0004237572,0.0003539456],"domain_scores_gemma":[0.9963315,0.001637293,0.0005374256,0.0001364447,0.0009938019,0.0003635833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002379383,0.0006610134,0.657552,0.001254579,0.0001065773,0.05884385,0.0009184688,0.0002642678,0.003026274,0.002193777,0.01882067,0.2561206],"study_design_scores_gemma":[0.00008391559,0.0006605107,0.5079328,0.01248152,0.0003814496,0.366464,0.0142711,0.003453511,0.002834639,0.01248885,0.07884112,0.000106537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4659105,0.3952271,0.007339662,0.07802722,0.001592405,0.0002314939,0.0006510464,0.0002554034,0.05076519],"genre_scores_gemma":[0.8703315,0.1069379,0.00564548,0.01016445,0.003553075,0.00005687396,0.0004957336,0.00004610443,0.002768833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004924066,"threshold_uncertainty_score":0.009790778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007997982548241429,"score_gpt":0.2371688922132767,"score_spread":0.2291709096650353,"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."}}