{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717365,0.0002882253,0.0005002393,0.001327862,0.0009017487,0.001045297,0.0006734966,0.0005431903,0.0007174108],"category_scores_gemma":[0.005304013,0.0002735897,0.0007453926,0.001934555,0.0004255506,0.0008460892,0.00108267,0.0009557897,0.0002213239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141337,"about_ca_system_score_gemma":0.001539036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03908163,"about_ca_topic_score_gemma":0.04244586,"domain_scores_codex":[0.9981543,0.0005586414,0.0002317533,0.0003721388,0.0003871183,0.0002960554],"domain_scores_gemma":[0.9907954,0.001026853,0.004652572,0.0008194703,0.001529893,0.001175791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287347,0.00003334333,0.9992194,0.000004207267,0.00004165906,0.00001721023,0.00006418263,0.00001572572,0.00002895888,0.000005284543,0.00006817164,0.0003730453],"study_design_scores_gemma":[0.00001538748,0.0001534021,0.9991028,0.00000676641,0.00004113041,0.00009731061,0.0002203868,0.0001660766,0.00002853243,0.000008839424,0.0001534953,0.000005875726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984789,0.0001595831,0.00007711643,0.00003797765,0.000004058923,0.00002567746,0.00101228,0.000003103098,0.0002012686],"genre_scores_gemma":[0.9981983,0.00007024527,0.0000927303,0.00002716065,0.000006383994,0.00002664674,0.001513825,0.000002251227,0.00006248125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03908163,"threshold_uncertainty_score":0.0777083,"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."}}