{"id":"W2415401089","doi":"10.2310/6620.2008.07112","title":"Prevalence of Allergic Contact Dermatitis in Thailand","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Patch testing; Allergen; Allergic contact dermatitis; Potassium dichromate; Dermatology; European standard; Contact dermatitis; Cobalt chloride; Allergy; Immunology; Cobalt","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000755931,0.0001814865,0.0004671801,0.0002022046,0.00005841562,0.00001027513,0.0001291196,0.00008874069,0.0009608254],"category_scores_gemma":[0.00007075116,0.0001687857,0.0001223375,0.0002040775,0.00008840403,0.0002583991,0.00004580046,0.0001703428,0.00007692212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004732896,"about_ca_system_score_gemma":0.0001122676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003205004,"about_ca_topic_score_gemma":0.000176691,"domain_scores_codex":[0.9985533,0.00005436183,0.0005786192,0.000194458,0.0003421855,0.0002770623],"domain_scores_gemma":[0.9992226,0.00009686972,0.0001495582,0.0003281446,0.00009152051,0.0001113293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001124013,0.0001980204,0.9562108,0.001230045,0.00006719533,0.001412469,0.002857587,0.00001089866,0.0007474287,0.0004969207,0.03477743,0.001979982],"study_design_scores_gemma":[0.001904033,0.0001024215,0.9778614,0.0005929809,0.00002152759,0.001630794,0.00009483452,0.0003348596,0.003308206,0.00006177944,0.01392034,0.0001668371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769089,0.002041814,0.00008415354,0.002342141,0.0001162217,0.0003701226,0.00004445063,0.00005786664,0.01803433],"genre_scores_gemma":[0.9913216,0.005075838,0.0004560354,0.002165312,0.00004338291,0.00003155721,0.0000227689,0.00001982045,0.0008636841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0216506,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681062182826408,"score_gpt":0.243267272431388,"score_spread":0.2264566506031239,"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."}}