{"id":"W4411219468","doi":"10.1177/12034754251347620","title":"The Potential Value of Minimal Disease Activity in Atopic Dermatitis","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Ottawa; Probity Medical Research; University of British Columbia; SKiN Health; University of Manitoba; Ottawa Hospital; McMaster University; Queen's University","funders":"AbbVie Canada","keywords":"Medicine; Atopic dermatitis; Dermatology; Value (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001410734,0.000418269,0.0009151267,0.0006238263,0.001196505,0.001773787,0.001095998,0.01672667,0.002757961],"category_scores_gemma":[0.01167838,0.0002728569,0.0006769067,0.0003444213,0.002331599,0.001992849,0.0008673684,0.01332265,0.001057071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237871,"about_ca_system_score_gemma":0.0008950369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014816,"about_ca_topic_score_gemma":0.002637655,"domain_scores_codex":[0.9988789,0.0004996909,0.000167025,0.00008701829,0.0002138786,0.0001534779],"domain_scores_gemma":[0.9945642,0.004038596,0.0002495357,0.0001642709,0.0003363104,0.0006469989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001312552,0.0003137442,0.03105461,0.0006238448,0.0001079423,0.4971214,0.0009086129,0.0008146726,0.003033257,0.02892553,0.3503344,0.08544936],"study_design_scores_gemma":[0.0006115327,0.00103913,0.0239112,0.001353942,0.0001805364,0.5004615,0.001656235,0.003366071,0.00164485,0.04385755,0.4217887,0.0001288266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02378677,0.01014516,0.000564752,0.9219215,0.009224169,0.00002616323,0.00004993039,0.0000462746,0.03423538],"genre_scores_gemma":[0.475883,0.008067669,0.0013906,0.3732293,0.1250224,0.00005807675,0.00007008995,0.00004036778,0.01623861],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01672667,"threshold_uncertainty_score":0.01623696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172045926254669,"score_gpt":0.2599334181683068,"score_spread":0.2482129589057601,"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."}}