{"id":"W3047412989","doi":"10.1007/s40521-020-00264-w","title":"Skin Barrier Dysfunction in Contact Dermatitis and Atopic Dermatitis-Treatment Implications","year":2020,"lang":"en","type":"article","venue":"Current Treatment Options in Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Atopic dermatitis; Dupilumab; Medicine; Dermatology; Skin barrier; Contact dermatitis; Allergy; Allergic contact dermatitis; Calcineurin; Immunology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001852367,0.0002220802,0.0003371389,0.0001781907,0.00009564252,0.00002176096,0.0000446084,0.00008325325,0.0002356577],"category_scores_gemma":[0.00003143225,0.0001935496,0.00009152887,0.000227719,0.00006005519,0.0001333749,0.00002221629,0.00008967795,0.0000730083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364655,"about_ca_system_score_gemma":0.0001201495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007719942,"about_ca_topic_score_gemma":0.0004121401,"domain_scores_codex":[0.9989176,0.00007922581,0.0003506069,0.0003347785,0.00008247321,0.0002352729],"domain_scores_gemma":[0.999396,0.00007024586,0.00005623449,0.000222724,0.00002976508,0.0002250621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000059346,0.00278775,0.8794783,0.000122935,0.0003379274,0.0001763013,0.002322396,0.0001264081,0.00007841482,0.005600255,0.004486194,0.1044237],"study_design_scores_gemma":[0.004954237,0.0002472209,0.9204457,0.0001028754,0.00008765907,0.0001042248,0.0001910064,0.0007740284,0.0001221526,0.000256469,0.0725596,0.0001548592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736768,0.01203122,0.0003018151,0.01066081,0.0002291457,0.001029115,0.000103201,0.0001038744,0.00186403],"genre_scores_gemma":[0.9878538,0.01034985,0.0001935442,0.0004512133,0.00005781164,0.0006115944,0.0003804136,0.00001443503,0.0000873218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042689,"threshold_uncertainty_score":0.7892722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431779154650015,"score_gpt":0.301771856712497,"score_spread":0.2674540651659968,"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."}}