{"id":"W94752465","doi":"10.2310/6620.2008.06061","title":"Use of the North American Contact Dermatitis Group Standard 65-Allergen Series Alone in the Evaluation of Allergic Contact Dermatitis: A Series of 794 Patients","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Patch test; Dermatology; Contact dermatitis; Patch testing; Allergic contact dermatitis; Allergy; Gold standard (test); Series (stratigraphy); European standard; Immunology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0004127529,0.0004194659,0.001241163,0.0002662756,0.0002085291,0.00003867634,0.0004392369,0.00009952003,0.0001711077],"category_scores_gemma":[0.0004777264,0.0002935136,0.0003494215,0.000869625,0.0005309283,0.001046034,0.0001373266,0.0003053762,0.000005370832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558283,"about_ca_system_score_gemma":0.0003573047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199049,"about_ca_topic_score_gemma":0.01965554,"domain_scores_codex":[0.9948525,0.0007972263,0.001662921,0.0002959948,0.001963446,0.0004279046],"domain_scores_gemma":[0.9965308,0.0003072107,0.001271888,0.0009017289,0.0008839553,0.0001044625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306678,0.0005448716,0.9576549,0.0005641901,0.0004763993,0.00007056395,0.01809956,0.00009478079,0.0003299154,0.000511609,0.01642522,0.005097355],"study_design_scores_gemma":[0.003384107,0.0006695265,0.9808884,0.0006033475,0.0002164919,0.0003120491,0.001801756,0.0002344958,0.002934515,0.00006500116,0.008615461,0.000274883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929829,0.0005586362,0.00004865934,0.003096861,0.0002035056,0.001759557,0.0006255232,0.00003412447,0.0006902035],"genre_scores_gemma":[0.9946817,0.002600848,0.0004398877,0.001726932,0.00003746502,0.0001548153,0.0002792167,0.00004389246,0.00003529118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0232335,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040865532759224,"score_gpt":0.2550778780295746,"score_spread":0.2246692227019824,"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."}}