{"id":"W3120807023","doi":"10.1097/der.0000000000000654","title":"Usefulness of Patch Testing With Patient's Own Products in the Diagnosis of Allergic Contact Dermatitis","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Patch testing; Cosmetics; Contact dermatitis; Patch test; Allergen; Allergy; Pathology; Immunology","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":[0.0001322084,0.0002030492,0.0005658774,0.0001197314,0.00006164204,0.00003401218,0.0001488862,0.00006488102,0.0002054278],"category_scores_gemma":[0.000502513,0.0001421791,0.00007825861,0.0007900226,0.00008116884,0.0002258374,0.00005947551,0.0001960397,0.000005590489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003088681,"about_ca_system_score_gemma":0.0002377112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009724061,"about_ca_topic_score_gemma":0.001247264,"domain_scores_codex":[0.9981177,0.000168461,0.0006865502,0.0002351643,0.000523229,0.0002689372],"domain_scores_gemma":[0.9980889,0.0004788237,0.0003262734,0.0005151477,0.0005348075,0.00005602706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001286801,0.000727804,0.9412652,0.001885728,0.0001890629,0.001871983,0.01187008,0.00003873928,0.000892703,0.0004063414,0.01394051,0.02689894],"study_design_scores_gemma":[0.00155823,0.0002838351,0.9066213,0.00180183,0.00007824714,0.0009414849,0.002896856,0.0001036241,0.0763315,0.00005989821,0.009131394,0.0001917763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98716,0.000979631,0.00003304239,0.007324265,0.00008210165,0.0005056164,0.00005462329,0.00002558173,0.003835092],"genre_scores_gemma":[0.9958078,0.0002938342,0.001352402,0.002245189,0.0000371896,0.0001505599,0.0000648548,0.00002407122,0.00002407423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754388,"threshold_uncertainty_score":0.5797895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927372995307755,"score_gpt":0.235096370239281,"score_spread":0.2058226402862035,"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."}}