{"id":"W4402599255","doi":"10.1001/jamadermatol.2024.3121","title":"Roflumilast Cream, 0.15%, for Atopic Dermatitis in Adults and Children","year":2024,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; Probity Medical Research; Queen's University","funders":"","keywords":"Medicine; Atopic dermatitis; Eczema Area and Severity Index; Tolerability; Randomized controlled trial; SCORAD; Adverse effect; Roflumilast; Clinical endpoint; Dermatology; Body surface area; Dermatology Life Quality Index; Internal medicine; Psoriasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005186269,0.0001693269,0.0004125855,0.0002520036,0.00005979024,0.00003466963,0.00007587772,0.0002761776,0.00008772143],"category_scores_gemma":[0.0001662296,0.0001537939,0.00008738837,0.0001549598,0.0001644951,0.0001530175,0.00004670453,0.0002232807,0.00008345866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394326,"about_ca_system_score_gemma":0.00009313419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003270506,"about_ca_topic_score_gemma":0.00006310304,"domain_scores_codex":[0.9988618,0.0000577276,0.0003268647,0.0003391303,0.00007757526,0.000336829],"domain_scores_gemma":[0.9993274,0.0002803768,0.00003117896,0.0001895094,0.00003788166,0.0001336803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470446,0.0001743145,0.8484999,0.001393516,0.0001367593,0.001827484,0.0004792812,3.672931e-7,0.00001525098,0.00423728,0.1301201,0.01296879],"study_design_scores_gemma":[0.00372863,0.00006859443,0.9401745,0.0006495301,0.0001139727,0.02083301,0.0001007539,0.001170604,0.0006222826,0.002367245,0.02996237,0.0002085267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655406,0.01626629,0.0001529694,0.01516823,0.0002567552,0.0005987338,0.00005149873,0.0001526046,0.00181234],"genre_scores_gemma":[0.99577,0.0004008705,0.0002799295,0.00297409,0.00009382772,0.0001412756,0.0001386257,0.00002471117,0.00017667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001577,"threshold_uncertainty_score":0.6271533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005913417198042187,"score_gpt":0.2536296607224553,"score_spread":0.2477162435244131,"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."}}