{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009868292,0.0003880417,0.0004211493,0.001335101,0.00030298,0.0004743711,0.0003468972,0.0006967444,0.001977531],"category_scores_gemma":[0.004799522,0.0001722921,0.0002979173,0.0005892481,0.0005108005,0.0008779835,0.0002865843,0.0003792674,0.0004682826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884333,"about_ca_system_score_gemma":0.0001554244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005087203,"about_ca_topic_score_gemma":0.0003871929,"domain_scores_codex":[0.9990191,0.0003519687,0.000138211,0.0001351778,0.0002497465,0.0001057174],"domain_scores_gemma":[0.9967109,0.001822684,0.0006824962,0.0002372084,0.0003274999,0.0002192346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119255,0.00005000591,0.9805532,0.00005509949,0.00002013314,0.004338395,0.0001350862,0.00007009234,0.002061626,0.00001866435,0.0002085609,0.01227728],"study_design_scores_gemma":[0.00001922858,0.0009517856,0.8702752,0.0001030062,0.0001317109,0.1211217,0.0005696478,0.0009698297,0.004199159,0.00008809636,0.001550403,0.00002022963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952825,0.002143787,0.0003751738,0.0001033874,0.0000338312,0.00001319898,0.00005606878,0.00001707622,0.00197502],"genre_scores_gemma":[0.9992639,0.0003165977,0.0002694975,0.00003128912,0.0000308005,0.000002255927,0.00003402691,0.000002357482,0.00004913768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001977531,"threshold_uncertainty_score":0.00661552,"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."}}