{"id":"W4386695447","doi":"10.1111/jdv.19506","title":"Treat‐to‐target in dermatology: A scoping review and International Eczema Council survey on the approach in atopic dermatitis","year":2023,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Innovaderm (Canada)","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Atopic dermatitis; Dermatology; Psoriasis; Disease; Family medicine; MEDLINE; Pathology","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":[0.01867422,0.0009659579,0.00361779,0.03037661,0.001120844,0.003094241,0.001694237,0.001974937,0.004322258],"category_scores_gemma":[0.0711169,0.0009966348,0.005646908,0.03591903,0.001148415,0.003804281,0.002919191,0.001735097,0.0006286069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726231,"about_ca_system_score_gemma":0.01412957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260139,"about_ca_topic_score_gemma":0.03083985,"domain_scores_codex":[0.9830967,0.003521556,0.009173921,0.0007965236,0.003034532,0.0003766898],"domain_scores_gemma":[0.9057042,0.06600669,0.01662472,0.001281109,0.009455319,0.0009278486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001373494,0.00003759285,0.00374212,0.8676669,0.002336951,0.0002159679,0.001288419,0.0001306285,0.0002217884,0.0006993734,0.007980867,0.115542],"study_design_scores_gemma":[0.00004098687,0.00006413451,0.006957979,0.9447659,0.007947686,0.0003719064,0.0007511645,0.00004651539,0.00008416617,0.0001917175,0.03875319,0.00002463671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002717113,0.9903237,0.0003909621,0.001555884,0.0002967775,0.0008403672,0.002006955,0.00002347189,0.001844849],"genre_scores_gemma":[0.00939307,0.9861943,0.001008188,0.001041172,0.00008930677,0.0009584636,0.001130921,0.00001363138,0.0001709507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03037661,"threshold_uncertainty_score":0.09875983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15839582544056,"score_gpt":0.3725396577668483,"score_spread":0.2141438323262883,"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."}}