{"id":"W2920202649","doi":"10.1097/der.0000000000000439","title":"Airborne Allergic Contact Dermatitis: Management and Responsible Allergens on the American Contact Dermatitis Society Core Series","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Allergic contact dermatitis; Contact dermatitis; Dermatology; Airborne allergen; Patch testing; Allergic dermatitis; Immunology; Allergy","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":[0.0002840185,0.000630285,0.001027495,0.0001931062,0.0004505394,0.0002586454,0.0003364831,0.0001314888,0.001536251],"category_scores_gemma":[0.00005494957,0.0004866575,0.0003978537,0.0004409351,0.000242071,0.0005007824,0.0002432795,0.000512634,0.0006980149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722939,"about_ca_system_score_gemma":0.0001299911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002914859,"about_ca_topic_score_gemma":0.0003244893,"domain_scores_codex":[0.9967839,0.0001907205,0.0008175281,0.0006174124,0.0008019765,0.0007884218],"domain_scores_gemma":[0.9976122,0.0004314458,0.0004399135,0.001027255,0.0001749329,0.0003142954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001419825,0.0002965243,0.04481145,0.001141684,0.002095773,0.001085858,0.004502576,0.00002242899,0.001124021,0.05500915,0.8807829,0.008985651],"study_design_scores_gemma":[0.002066103,0.0005242989,0.6964914,0.0006937982,0.0001253593,0.00069085,0.00345295,0.0005964827,0.001014616,0.0003799098,0.293459,0.0005052435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133759,0.001031941,0.00007968749,0.05803898,0.000494064,0.001879459,0.000154897,0.0003179627,0.02462708],"genre_scores_gemma":[0.9322982,0.007864051,0.00116214,0.05414004,0.0001555928,0.000199908,0.0001435847,0.00009380986,0.00394267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6516799,"threshold_uncertainty_score":0.9997585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150617780542114,"score_gpt":0.244817583701675,"score_spread":0.2297558056474636,"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."}}