{"id":"W3186774901","doi":"10.1097/der.0000000000000737","title":"Allergic Contact Dermatitis from Topical Drugs: An Overview","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Allergic contact dermatitis; Nonsteroidal; Sensitization; Patch testing; Drug; Allergy; Irritant contact dermatitis; Immunology; Pharmacology","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":[0.0001239141,0.000988015,0.004689713,0.0002575192,0.0001826049,0.000356123,0.0004779277,0.0007282172,0.007632786],"category_scores_gemma":[0.0001436727,0.0008642554,0.00147625,0.0003901219,0.00007119123,0.0004741384,0.0002539471,0.0009341107,0.00086765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824208,"about_ca_system_score_gemma":0.0007571642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000667334,"about_ca_topic_score_gemma":0.0003369048,"domain_scores_codex":[0.9954436,0.0005388084,0.001695927,0.0008790922,0.0007786152,0.0006639595],"domain_scores_gemma":[0.9967583,0.0004025332,0.0005350831,0.001480688,0.0002329612,0.0005904124],"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":[7.216562e-7,0.0001702232,0.00003114047,0.01166238,0.0008147088,0.001957201,0.0004794042,6.902297e-8,1.97626e-7,0.001216081,0.07530224,0.9083656],"study_design_scores_gemma":[0.0008599425,0.0000896747,0.001244518,0.04311877,0.001468505,0.001133398,0.0001617253,0.00002566659,0.000003512795,0.00008545301,0.9509932,0.0008156618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001054345,0.9903566,0.00004098995,0.001208703,0.001052706,0.001077985,0.0006722763,0.0002699064,0.005215369],"genre_scores_gemma":[0.0001211996,0.9816123,0.0008149053,0.008555738,0.001236103,0.0002543066,0.006520584,0.0001620958,0.0007228219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.90755,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083208509175137,"score_gpt":0.3412562275881633,"score_spread":0.2804241424964119,"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."}}