{"id":"W3202674490","doi":"10.1097/der.0000000000000799","title":"Iatrogenic Burden of Atopic Dermatitis","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; Galderma","keywords":"Medicine; Polypharmacy; Atopic dermatitis; Narrative review; Quality of life (healthcare); Intensive care medicine; Nursing; Dermatology","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":[0.001244498,0.000520617,0.001142769,0.002540927,0.0003228145,0.001475014,0.0004573916,0.0007451568,0.005503853],"category_scores_gemma":[0.004749203,0.0001867243,0.001339106,0.002228738,0.0003518342,0.00100989,0.000635986,0.0009636676,0.0005186435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012298,"about_ca_system_score_gemma":0.002008592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367824,"about_ca_topic_score_gemma":0.003455065,"domain_scores_codex":[0.998951,0.0003681015,0.0002036134,0.000093555,0.0003372975,0.00004650167],"domain_scores_gemma":[0.9975792,0.001615625,0.0004254715,0.00004773458,0.0002950763,0.00003695223],"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":[0.0001177181,0.00003360072,0.0007210769,0.2558965,0.00112757,0.0003539432,0.0001804621,0.0002148987,0.000727847,0.004219176,0.0300618,0.7063453],"study_design_scores_gemma":[0.00005281337,0.0001228013,0.00404035,0.2280211,0.004175359,0.005884564,0.0003693553,0.0001457733,0.0009296816,0.004363791,0.7518547,0.00003978947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001466559,0.9986019,0.0000552216,0.000273624,0.0001430019,0.000008085823,0.00003256927,0.000002616729,0.0007363677],"genre_scores_gemma":[0.003220517,0.9959149,0.0001164379,0.0003222821,0.0001280518,0.000008791938,0.00003665303,0.000001043564,0.0002513493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005503853,"threshold_uncertainty_score":0.01841223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639141213848603,"score_gpt":0.3153364440357112,"score_spread":0.2889450318972251,"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."}}