{"id":"W2739009997","doi":"10.1097/der.0000000000000297","title":"Delayed Patch-Test Reading After 5 Days: An Update From the Mayo Clinic Contact Dermatitis Group","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch test; Medicine; Contact dermatitis; Patch testing; Cobalt chloride; Dermatology; Thimerosal; Bacitracin; Allergic contact dermatitis; Surgery; Antibiotics; Allergy; Cobalt; 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":[0.0003312261,0.0004092053,0.0006614299,0.00007024594,0.0008750129,0.0008135706,0.0006647879,0.0001955719,0.003278704],"category_scores_gemma":[0.0004803857,0.0003090788,0.0002604328,0.000068582,0.000179425,0.001298582,0.0002382571,0.0004626202,0.001200291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007898881,"about_ca_system_score_gemma":0.00007839286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180527,"about_ca_topic_score_gemma":0.007304495,"domain_scores_codex":[0.9975147,0.0001823331,0.0008018747,0.0004715359,0.0004763925,0.00055311],"domain_scores_gemma":[0.9965168,0.00061696,0.0004778879,0.001935173,0.0001381723,0.0003149579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008764293,0.0003474499,0.7108185,0.0001330276,0.0005374016,0.002735753,0.004120664,3.669065e-7,0.0006731452,0.0006994351,0.2426261,0.03722053],"study_design_scores_gemma":[0.001867336,0.0001630906,0.8456265,0.0005126625,0.0001859543,0.0002532956,0.0004278616,0.0004134531,0.0003730217,0.0004977384,0.1493193,0.0003597656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660246,0.0009755874,0.0004833706,0.02363443,0.0009400306,0.000714084,0.0008424856,0.0002225726,0.006162861],"genre_scores_gemma":[0.9665371,0.001706647,0.000759714,0.02910058,0.0006627032,0.0001362551,0.0006293194,0.00007333476,0.00039432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134808,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936487792034561,"score_gpt":0.2774672261432367,"score_spread":0.258102348222891,"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."}}