{"id":"W3194524196","doi":"10.1097/der.0000000000000763","title":"Update on Contact Sensitization in the Older Adult Population","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Allergen; Dermatology; Allergic contact dermatitis; Contact dermatitis; Population; Patch testing; Allergy; Immunology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.00005548575,0.00009036901,0.0001570204,0.00006157769,0.00005833187,0.00005539582,0.0000342051,0.00004766883,0.0002887805],"category_scores_gemma":[0.00009799543,0.00006820777,0.00005133966,0.0001822707,0.000006826616,0.0001156843,0.00001078677,0.0001179784,0.0001087069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003716454,"about_ca_system_score_gemma":0.0000245157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657292,"about_ca_topic_score_gemma":0.0007753096,"domain_scores_codex":[0.9992219,0.00009059109,0.0002187658,0.0001247406,0.0002172134,0.0001268386],"domain_scores_gemma":[0.9995382,0.00007423943,0.00004857498,0.0002158756,0.00009427772,0.00002882719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005028766,0.0009109438,0.5285358,0.0007098468,0.0001915295,0.006398164,0.01104667,0.000193185,0.002423259,0.1452275,0.2171063,0.08720659],"study_design_scores_gemma":[0.0009246381,0.00002317409,0.9882628,0.0002551359,0.00001603044,0.00034057,0.0002995465,0.0009134652,0.001001154,0.0003369451,0.007542976,0.00008354159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293808,0.0001219577,0.0001273693,0.06019671,0.000150302,0.0002352201,0.00001267786,0.00003208185,0.009742824],"genre_scores_gemma":[0.963289,0.0001998844,0.00009734068,0.0356994,0.00008785785,0.00001270722,0.0004434324,0.000009999038,0.0001603294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459727,"threshold_uncertainty_score":0.3161944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008759343432646784,"score_gpt":0.245642923246756,"score_spread":0.2368835798141092,"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."}}