{"id":"W4404455334","doi":"10.25251/skin.8.supp.462","title":"Persistent Inadequate Disease Control and Therapeutic Inertia in Moderate-to-Severe Atopic Dermatitis: A 12-month Longitudinal Analysis of Real-world Outcomes from the TARGET-DERM AD registry","year":2024,"lang":"en","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Disease; Longitudinal study; Pediatrics; Dermatology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004947546,0.0002640671,0.001088389,0.0004597902,0.00009785804,0.00002352699,0.0002905014,0.00006250333,0.0002079403],"category_scores_gemma":[0.0004104759,0.0001264839,0.0003429407,0.000621197,0.0003819235,0.00006217489,0.00004236712,0.0004897673,0.000002664261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009340737,"about_ca_system_score_gemma":0.0002305614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004397128,"about_ca_topic_score_gemma":0.0009426863,"domain_scores_codex":[0.9976652,0.0003469343,0.0009153043,0.0002122778,0.0005840919,0.0002761368],"domain_scores_gemma":[0.9971832,0.00159459,0.0003209063,0.000443864,0.0001487059,0.0003087204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004105626,0.000264985,0.9549011,0.0003184186,0.01030741,0.01095043,0.005635366,0.003754737,0.0001110121,0.0001078136,0.006056177,0.003486902],"study_design_scores_gemma":[0.002546935,0.0002993492,0.9569403,0.001365697,0.01494679,0.002430024,0.001526179,0.01794799,0.00001607565,0.001206907,0.0006119146,0.0001618652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022304,0.04447664,0.0002268214,0.05205894,0.0002488838,0.0003887838,0.00006067399,0.00001723426,0.0002915881],"genre_scores_gemma":[0.9948158,0.001373237,0.00003341146,0.003254895,0.0001234379,0.000007367598,0.00001482267,0.00002106949,0.0003559103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09258541,"threshold_uncertainty_score":0.5157865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728837496855759,"score_gpt":0.2774178522171044,"score_spread":0.2601294772485467,"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."}}