{"id":"W2461959676","doi":"10.1097/der.0000000000000197","title":"Essential Oils, Part IV: Contact Allergy","year":2016,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Patch test; Contact dermatitis; Essential oil; Patch testing; Orange (colour); Allergy; Dermatology; Traditional medicine; Turpentine; Toxicology; Food science; Chemistry; Biology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009854492,0.0006566728,0.002702017,0.0002552631,0.0001213347,0.0001152184,0.0002745013,0.000425416,0.0055228],"category_scores_gemma":[0.00008483363,0.0004538709,0.001025288,0.0001710554,0.00006571428,0.0001989583,0.0001336573,0.0003925421,0.002975372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537385,"about_ca_system_score_gemma":0.0004803249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005241064,"about_ca_topic_score_gemma":0.00005640141,"domain_scores_codex":[0.9972423,0.0001444432,0.001106054,0.0004852021,0.000471087,0.0005508713],"domain_scores_gemma":[0.9981297,0.0001943135,0.0004741495,0.0007795181,0.0001132308,0.0003091403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001417424,0.00005442227,0.00000185489,0.008658058,0.0006038164,0.0007075339,0.00002604669,4.138367e-9,7.942268e-7,0.001087974,0.2094494,0.7794086],"study_design_scores_gemma":[0.0007546953,0.00005687475,0.00005097345,0.04284038,0.0004640816,0.001492239,0.000006970313,0.00000125937,0.000009491991,0.00003553476,0.9537895,0.0004979805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004792635,0.9777303,0.0001312795,0.001298679,0.001239395,0.0007632239,0.0002984958,0.0002029564,0.01833082],"genre_scores_gemma":[0.00002850034,0.9912255,0.00009297648,0.001501345,0.001583681,0.0002096762,0.000662241,0.0001205456,0.004575484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7789107,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590589226109325,"score_gpt":0.2996568478838837,"score_spread":0.2737509556227905,"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."}}