{"id":"W4399857594","doi":"10.1097/asw.0000000000000161","title":"Atopic Dermatitis: Clinical Aspects and Treatments","year":2024,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Itching; Presentation (obstetrics); Epidemiology; Differential diagnosis; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003698272,0.0007096447,0.001088418,0.002128043,0.0002846536,0.001071333,0.0005320581,0.0008188948,0.004452064],"category_scores_gemma":[0.0007711327,0.0002251474,0.0005354574,0.001475377,0.0003275452,0.0007595942,0.0004368638,0.001406186,0.002196699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910909,"about_ca_system_score_gemma":0.0006578116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311843,"about_ca_topic_score_gemma":0.001812934,"domain_scores_codex":[0.9996777,0.00005244541,0.00005647203,0.00004211531,0.0001424551,0.00002890637],"domain_scores_gemma":[0.999736,0.00008052017,0.00005134414,0.000009182936,0.00009887097,0.00002404813],"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":[0.00008822382,0.000111598,0.0005318388,0.01648426,0.00007604367,0.0005970228,0.0000624692,0.0002073391,0.001238319,0.002048343,0.05693652,0.9216182],"study_design_scores_gemma":[0.00004755937,0.0001394663,0.004358075,0.01571333,0.0001730837,0.0103736,0.0001458733,0.0001455498,0.0006661575,0.002775892,0.9654339,0.00002758025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000173022,0.9973125,0.00005411651,0.0003052733,0.0002129623,0.000007392016,0.00001891825,0.000005868521,0.001909928],"genre_scores_gemma":[0.00251242,0.9952716,0.000145182,0.0003969621,0.0005277412,0.00001128613,0.00004903177,0.000001562062,0.001084206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004452064,"threshold_uncertainty_score":0.01489359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034853534089538,"score_gpt":0.4216864324292676,"score_spread":0.3913378970883722,"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."}}