{"id":"W2537165631","doi":"10.1097/der.0000000000000224","title":"Allergic Contact Dermatitis to Ophthalmic Medications: Relevant Allergens and Alternative Testing Methods","year":2016,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Patch testing; Contact dermatitis; Allergy; 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":[],"category_scores_codex":[0.0005207649,0.0009543098,0.003149155,0.0007113261,0.0002792895,0.0001599691,0.0004467678,0.0004174523,0.001086272],"category_scores_gemma":[0.001365458,0.0007092889,0.0004982774,0.0005659336,0.000123907,0.0003030128,0.0003827112,0.0006042484,0.0007297996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321886,"about_ca_system_score_gemma":0.0005613164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173518,"about_ca_topic_score_gemma":0.00004149705,"domain_scores_codex":[0.9953343,0.0005951429,0.001807444,0.0008955591,0.0006219848,0.0007455803],"domain_scores_gemma":[0.9950321,0.002080954,0.0008221492,0.0009421311,0.0003598619,0.00076282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001294222,0.00004674191,0.00002457388,0.00742562,0.0009180493,0.0005925068,0.0004622779,1.660596e-7,0.000007236441,0.0004855106,0.02674465,0.9632913],"study_design_scores_gemma":[0.0007006665,0.0001548853,0.001161915,0.04986906,0.0007549263,0.006631202,0.00006174201,0.00006434259,0.00001460046,0.0002540714,0.9395821,0.0007504903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004236866,0.9797806,0.002915453,0.004600498,0.0006665135,0.002300221,0.0003695259,0.0002395104,0.009085309],"genre_scores_gemma":[0.0001212785,0.9637389,0.02991357,0.003227837,0.0005030517,0.001126556,0.0002144595,0.0001752919,0.0009790916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9625409,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252702773543127,"score_gpt":0.3918660262060473,"score_spread":0.3193389984706161,"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."}}