{"id":"W1987112227","doi":"10.2310/6620.2004.04009","title":"Prevalence of Botanical Extract Allergy in Patients with Contact Dermatitis","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Allergic contact dermatitis; Patch testing; Dermatology; Patch test; Contact allergy; Allergy; Botanical garden; Traditional medicine; Allergen; Botany; Immunology; Biology","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":[0.00006309686,0.000214802,0.0004599048,0.0001386534,0.00004004552,0.00002300124,0.0001351812,0.00009577557,0.000449928],"category_scores_gemma":[0.00006431112,0.0001803661,0.0000911578,0.0001982826,0.00007210166,0.0003612351,0.00004015962,0.000203021,0.00003737202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116338,"about_ca_system_score_gemma":0.0001337162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002944289,"about_ca_topic_score_gemma":0.0003996244,"domain_scores_codex":[0.9983498,0.00003840378,0.0005895821,0.0002322373,0.0004798018,0.0003101683],"domain_scores_gemma":[0.9991164,0.00006161014,0.0001849469,0.0003501817,0.0001499029,0.0001369672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005126904,0.000896252,0.9857745,0.0008733034,0.0001436613,0.00035426,0.0009562547,0.00004931178,0.0001370251,0.001356382,0.0017935,0.007614334],"study_design_scores_gemma":[0.006191093,0.0004199434,0.987865,0.001195875,0.00003055926,0.00009404994,0.00005068113,0.00002823747,0.001038157,0.00009959137,0.002786568,0.0002001841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938812,0.0003911291,0.0002775955,0.001867308,0.00007581571,0.000500761,0.00005492796,0.00005061807,0.002900667],"genre_scores_gemma":[0.9963778,0.0003562041,0.001272914,0.001801111,0.00002616036,0.00002869188,0.00003920895,0.00002720058,0.00007068556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00741415,"threshold_uncertainty_score":0.7355117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007630009774806857,"score_gpt":0.2261042227585756,"score_spread":0.2184742129837687,"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."}}