{"id":"W4320921261","doi":"10.1016/j.jaad.2023.01.043","title":"Practical management of ocular surface disease in patients with atopic dermatitis, with a focus on conjunctivitis: A review","year":2023,"lang":"en","type":"review","venue":"Journal of the American Academy of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; LEO Pharma; Sanofi Genzyme; Incyte; Sanofi; Kowa Company; Castle Biosciences; National Eczema Association; Dermira; Sun Pharma; Regeneron Pharmaceuticals; Pfizer; Galderma; Ortho Dermatologics; Eli Lilly and Company; Kiniksa Pharmaceuticals; Les Laboratories Pierre Fabre; Celgene; Valeant Pharmaceuticals International","keywords":"Medicine; Atopic dermatitis; Dermatology; Allergic conjunctivitis; Disease management; Focus (optics); Disease; Allergy; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003952644,0.000707962,0.001025499,0.002340766,0.000299405,0.0006914183,0.0006300323,0.0008740425,0.00327747],"category_scores_gemma":[0.001406171,0.000207848,0.0007431874,0.001451681,0.0002221169,0.0009395758,0.0004511726,0.001005002,0.0008442461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741282,"about_ca_system_score_gemma":0.0008303018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461153,"about_ca_topic_score_gemma":0.003341863,"domain_scores_codex":[0.9997519,0.00005228788,0.00006622111,0.00003186439,0.00008221921,0.00001551672],"domain_scores_gemma":[0.9994915,0.0002928071,0.00008666612,0.000008431321,0.00009704906,0.00002354986],"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":[0.00004751168,0.00006691484,0.000432802,0.04004129,0.0001254398,0.0003925044,0.00007870935,0.0001963981,0.0004465436,0.0006660451,0.03192325,0.9255825],"study_design_scores_gemma":[0.00006515996,0.0001969598,0.005876546,0.06512943,0.0006275098,0.01225197,0.0002938103,0.0002325952,0.0003610511,0.00175118,0.9131634,0.00005034605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000148163,0.998632,0.00007967218,0.0002467295,0.00016536,0.0000102567,0.00001754231,0.000005019834,0.0006952273],"genre_scores_gemma":[0.0008393998,0.998338,0.0002353912,0.0002123925,0.0001455618,0.000009381517,0.00002861137,9.997813e-7,0.0001902789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00327747,"threshold_uncertainty_score":0.01096427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974788749108822,"score_gpt":0.3568452477189022,"score_spread":0.327097360227814,"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."}}