{"id":"W2790195423","doi":"10.1097/der.0000000000000338","title":"Trends in Eyelid Dermatitis","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Eyelid; Ophthalmology","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":[0.0000310112,0.0003890614,0.0006506359,0.0007036522,0.00005481558,0.00005403471,0.0001427438,0.0005701123,0.004955415],"category_scores_gemma":[0.00002232115,0.0003555859,0.0002944617,0.0003653673,0.00008979705,0.0001133864,0.00005320447,0.0006670635,0.00179842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390508,"about_ca_system_score_gemma":0.0000833478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003668561,"about_ca_topic_score_gemma":0.0001123132,"domain_scores_codex":[0.9981115,0.00006575351,0.000457042,0.0003960859,0.0004664153,0.0005031679],"domain_scores_gemma":[0.9990248,0.00004306709,0.0001436858,0.0005817576,0.00007324098,0.0001334519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001542054,0.0000726822,0.0134249,0.0002924434,0.0001371357,0.01005489,0.0000810573,4.788028e-8,2.987509e-7,0.000003149716,0.9629458,0.01298612],"study_design_scores_gemma":[0.001323344,0.0000822923,0.2319627,0.0004904422,0.0002137764,0.0004476083,0.000004737883,0.00001988145,0.00002073289,0.00009493106,0.7651035,0.0002360795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00516189,0.001465424,0.00001249772,0.9363931,0.0006515689,0.0003912597,0.0006413243,0.0001549416,0.055128],"genre_scores_gemma":[0.02588953,0.0003463648,0.0003234156,0.9507487,0.002691313,0.000117149,0.005711782,0.00009583199,0.01407592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2185378,"threshold_uncertainty_score":0.9998896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610581536031693,"score_gpt":0.2805826044664892,"score_spread":0.2644767891061723,"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."}}