{"id":"W4413345733","doi":"10.1001/jama.2025.11589","title":"Treatment of Atopic Dermatitis","year":2025,"lang":"en","type":"article","venue":"JAMA","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology","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":[0.0003142597,0.0001922513,0.0002641996,0.0005796313,0.0003661441,0.0007281912,0.0002825425,0.0004978772,0.01343021],"category_scores_gemma":[0.0009240642,0.00007040027,0.0003989219,0.0004188973,0.0002227468,0.0004418828,0.0003909962,0.001320662,0.003338431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566828,"about_ca_system_score_gemma":0.0005740665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088025,"about_ca_topic_score_gemma":0.00472439,"domain_scores_codex":[0.9995746,0.00008678542,0.00002770976,0.00003703204,0.0002241014,0.00004963547],"domain_scores_gemma":[0.999703,0.00009431144,0.00004906237,0.00001769211,0.00008594929,0.0000499803],"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":[0.0002226406,0.0001445938,0.001694497,0.002087747,0.00006447448,0.000422817,0.00005270129,0.00008404352,0.002255039,0.003722599,0.3008409,0.6884081],"study_design_scores_gemma":[0.00009675955,0.0002354501,0.007286961,0.001933044,0.00007027676,0.003647127,0.00009793429,0.00008419436,0.0009634965,0.001641941,0.9839341,0.00000866809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006544364,0.7592751,0.0007953335,0.02674779,0.005809783,0.00005821374,0.0006901472,0.0001528662,0.1999265],"genre_scores_gemma":[0.08664981,0.8229578,0.001488073,0.02331859,0.01000477,0.0000694937,0.0008831982,0.0000486293,0.05457966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01343021,"threshold_uncertainty_score":0.04492855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054315438330554,"score_gpt":0.283002225998686,"score_spread":0.2724590716153805,"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."}}