{"id":"W3016966216","doi":"10.1001/jamadermatol.2020.0796","title":"Systemic Immunomodulatory Treatments for Patients With Atopic Dermatitis","year":2020,"lang":"en","type":"review","venue":"JAMA Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Toronto; Women's College Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Atopic dermatitis; Placebo; Clinical trial; Eczema Area and Severity Index; Randomized controlled trial; Adverse effect; MEDLINE; Meta-analysis; Internal medicine; Dermatology Life Quality Index; Dermatology; Disease; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002784308,0.0006889167,0.003625237,0.0002492798,0.0001433647,0.00003323601,0.0002778563,0.0008577991,0.0000574205],"category_scores_gemma":[0.0001312476,0.0004958896,0.0006681429,0.0002152022,0.0001738882,0.0001255139,0.00007678003,0.0003981862,0.0003796761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851458,"about_ca_system_score_gemma":0.0006567533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002585817,"about_ca_topic_score_gemma":7.379426e-7,"domain_scores_codex":[0.9974356,0.0002411382,0.0009387218,0.0006383872,0.0002145063,0.0005316033],"domain_scores_gemma":[0.9979659,0.000363758,0.0005618188,0.0006395013,0.0001770328,0.0002920158],"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":[0.0001542626,0.0007841638,0.03125134,0.09588332,0.006357798,0.003081576,0.0001354132,7.798309e-8,4.081772e-8,0.0003478718,0.04930666,0.8126975],"study_design_scores_gemma":[0.004567053,0.0001670841,0.003623818,0.009209757,0.006924593,0.01140569,0.00001392602,0.000005860822,7.459182e-7,0.00002897477,0.9636264,0.0004261046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008794194,0.9937812,0.00006596852,0.0002889111,0.0003849359,0.003591126,0.0003386017,0.0001747756,0.0004950381],"genre_scores_gemma":[0.007424946,0.98686,0.0002918901,0.0009043092,0.0001210594,0.001389975,0.00270829,0.0001386983,0.000160879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9143198,"threshold_uncertainty_score":0.9997493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590163965638166,"score_gpt":0.283682847613242,"score_spread":0.2677812079568603,"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."}}