{"id":"W4407722366","doi":"10.1089/derm.2024.0191","title":"Unmet Needs of Effective Advanced Systemic Therapies in Moderate-to-Severe Atopic Dermatitis Patients in the TARGET-DERM AD Registry","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Intensive care medicine","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":[0.001312149,0.00008290093,0.0004245259,0.0004123334,0.0003680672,0.0007678735,0.0003113781,0.0002708962,0.002731989],"category_scores_gemma":[0.003800349,0.00009470344,0.0004819675,0.001081383,0.00009570541,0.000654471,0.0005442423,0.0004977994,0.000391047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004848211,"about_ca_system_score_gemma":0.0008799411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224792,"about_ca_topic_score_gemma":0.004914923,"domain_scores_codex":[0.9986552,0.0004291655,0.0003041118,0.0001912489,0.0002547126,0.0001654191],"domain_scores_gemma":[0.9961404,0.0007926936,0.002016472,0.0001656641,0.000336478,0.0005481617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006042204,0.0002447796,0.9612551,0.0001838894,0.00009396387,0.0001845939,0.0002049672,0.0002084161,0.0002924989,0.0003322108,0.009891185,0.02650418],"study_design_scores_gemma":[0.0001280814,0.0003649654,0.9879374,0.0001866665,0.00008565684,0.0006333108,0.0006629541,0.0006907607,0.0002111047,0.0001876922,0.008895086,0.00001647163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750203,0.002019006,0.0002227983,0.001681722,0.00003413108,0.00007585894,0.01477662,0.00003324503,0.006136217],"genre_scores_gemma":[0.9866027,0.0009964744,0.0003764339,0.000796278,0.00007359014,0.000184246,0.01042073,0.00001098065,0.0005385078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731989,"threshold_uncertainty_score":0.009139359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004549850642009032,"score_gpt":0.2436466748034068,"score_spread":0.2390968241613978,"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."}}