{"id":"W4383186653","doi":"10.1111/cod.14377","title":"Allergic contact dermatitis from essential oil in consumer products: Mode of uses and value of patch tests with an essential oil series. Results of a French study of the DAG (Dermato‐Allergology group of the French Society of Dermatology)","year":2023,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Patch test; Tea tree oil; Essential oil; Medicine; Melaleuca alternifolia; Linalool; Allergic contact dermatitis; Contact dermatitis; Dermatology; Cinnamomum; Allergy; Food science; Chemistry; Cassia; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002563957,0.000505564,0.002111187,0.0002694772,0.0001007963,0.00001625082,0.0006495913,0.0002974445,0.00005034097],"category_scores_gemma":[0.0003150954,0.0003538481,0.0002981746,0.001016724,0.0008604364,0.0004390208,0.0004221676,0.0004122581,7.292672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004296336,"about_ca_system_score_gemma":0.0005653693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03445708,"about_ca_topic_score_gemma":0.032166,"domain_scores_codex":[0.9948421,0.0006656135,0.00255715,0.0005544216,0.000913781,0.0004669486],"domain_scores_gemma":[0.9949539,0.0006343255,0.002150927,0.001366746,0.0007847789,0.0001093766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006087956,0.003255822,0.814168,0.006611718,0.002677468,0.0001777873,0.04971848,0.0001671438,0.1157072,0.0003247729,0.005061464,0.001521346],"study_design_scores_gemma":[0.0115228,0.000678974,0.883808,0.00222188,0.0004660548,0.0002961616,0.005412196,0.001099425,0.09387723,0.0001024395,0.0002013502,0.0003135425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952561,0.0009678493,0.00001479129,0.001461153,0.0002641052,0.0007709974,0.0009986298,0.00003452289,0.0002319001],"genre_scores_gemma":[0.9973965,0.001772061,0.000362234,0.0001177919,0.00003392387,0.00005998004,0.0001489464,0.00005135291,0.00005716467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0696399,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155790221447592,"score_gpt":0.2497300995081715,"score_spread":0.2381721972936955,"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."}}