{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007211167,0.0003018688,0.0003760135,0.001550009,0.0005533854,0.001490756,0.0003830481,0.003503669,0.009479268],"category_scores_gemma":[0.002846839,0.0001286647,0.0004061605,0.001624005,0.00036564,0.002138259,0.0004138748,0.003321088,0.003591464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673904,"about_ca_system_score_gemma":0.0009632853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901975,"about_ca_topic_score_gemma":0.00810714,"domain_scores_codex":[0.9992686,0.00012113,0.0001233922,0.00008733971,0.0002870789,0.0001124301],"domain_scores_gemma":[0.9977171,0.0005816122,0.0005531468,0.00005784572,0.000803291,0.0002869475],"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":[0.0001104716,0.00006790735,0.01473449,0.0009800668,0.00003074812,0.005110307,0.0002162038,0.0001070991,0.0005720131,0.004764415,0.8005244,0.1727819],"study_design_scores_gemma":[0.00003348574,0.00008269704,0.02154928,0.001969103,0.00004301413,0.02165727,0.0005958268,0.0001911587,0.0001741772,0.002342783,0.9513336,0.00002756577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01050733,0.1860233,0.0004052177,0.714444,0.02415032,0.00003740148,0.001234988,0.0002327176,0.06296482],"genre_scores_gemma":[0.1082696,0.2651364,0.001493456,0.4183756,0.1701303,0.00009031784,0.001690169,0.0001001344,0.03471398],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009479268,"threshold_uncertainty_score":0.03171128,"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."}}