{"id":"W1963639170","doi":"10.1097/der.0b013e318260d75f","title":"Contact Allergy to Sorbitans: A Follow-up Study","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Allergic contact dermatitis; Patch testing; Allergy; Corticosteroid; Contact allergy; Patch test; Surgery; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001341293,0.0002117688,0.000416061,0.0001464257,0.000108801,0.00005492309,0.0001139423,0.00005837893,0.001132813],"category_scores_gemma":[0.00009611063,0.000187253,0.0001287914,0.0001947744,0.00001191089,0.0003164355,0.00007634988,0.0001349486,0.001047592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000728887,"about_ca_system_score_gemma":0.0000431084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353579,"about_ca_topic_score_gemma":0.0005766054,"domain_scores_codex":[0.9985409,0.00005642497,0.000364559,0.000185012,0.0003705857,0.0004825075],"domain_scores_gemma":[0.9989816,0.00005832362,0.00005995493,0.0004029272,0.00009059314,0.0004066229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008182904,0.001906141,0.3961662,0.0001610069,0.00102542,0.0005520721,0.04021567,0.000002100528,0.001847303,0.002667387,0.5258508,0.02952404],"study_design_scores_gemma":[0.002184534,0.0003245165,0.6802433,0.00008771829,0.00004947682,0.0001861576,0.00288461,0.00001526193,0.0004573096,0.0000162512,0.3133445,0.0002064393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724578,0.0006439607,0.0002764133,0.004829345,0.0008611355,0.0009547944,0.00001657128,0.0001716793,0.01978826],"genre_scores_gemma":[0.9866166,0.00005654524,0.000304838,0.0103906,0.0003184091,0.0001330373,0.00002198868,0.00003540851,0.002122531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2840771,"threshold_uncertainty_score":0.9997803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154940038364162,"score_gpt":0.2750377887239269,"score_spread":0.2534883883402853,"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."}}