{"id":"W75476942","doi":"10.2310/6620.2009.09022","title":"Compilation of International Standards for Patch Testing Methodology and Allergens","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; Contact dermatitis; Allergic contact dermatitis; Allergen; European standard; Patch test; Dermatology; Allergy; Immunology; Engineering","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":[0.0001726903,0.00005945765,0.0001853205,0.00006345042,0.00003307947,0.00001030372,0.00003025615,0.00003544552,0.00008033538],"category_scores_gemma":[0.0003027346,0.00005618115,0.00003430883,0.00004566111,0.0000214651,0.00006885904,0.00001094719,0.00003858403,5.237143e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952138,"about_ca_system_score_gemma":0.00003920548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000230124,"about_ca_topic_score_gemma":0.00002447576,"domain_scores_codex":[0.9994509,0.00002284705,0.0002230067,0.00008135023,0.0001396148,0.00008226244],"domain_scores_gemma":[0.9993551,0.0002033098,0.0000843328,0.00006716171,0.0002563326,0.00003372073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008374787,0.0001439919,0.1739836,0.0003775696,0.0002415218,0.00003879409,0.002776481,0.00003905856,0.02043404,0.006627129,0.06032791,0.7349262],"study_design_scores_gemma":[0.001404091,0.0002498183,0.9122142,0.0001385151,0.00003181359,0.0001553711,0.0001335394,0.004654763,0.004533864,0.002139336,0.07425943,0.00008525581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188208,0.001169168,0.1186747,0.03146698,0.0005462572,0.0008075135,0.0009338323,0.0001162117,0.02746448],"genre_scores_gemma":[0.9388233,0.0001503557,0.05930166,0.001499727,0.00007203727,0.000006221799,0.0000902696,0.000005174685,0.00005124943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7382306,"threshold_uncertainty_score":0.2291001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968129558171861,"score_gpt":0.3499764218704164,"score_spread":0.2802951262886978,"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."}}