{"id":"W4379508103","doi":"10.1089/derm.2023.0051","title":"Development of an Eczema Area and Severity Index Atlas for Diverse Skin Types","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atlas (anatomy); Dermatology; Index (typography); Anatomy; World Wide Web; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005601232,0.00006724599,0.0001686563,0.00007644785,0.0000711673,0.000005500717,0.00003745999,0.00005677689,0.00007101768],"category_scores_gemma":[0.00005220281,0.00006130685,0.00002791733,0.00008830494,0.00005683805,0.0000729571,0.00003527103,0.00003256346,0.00002757719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000841572,"about_ca_system_score_gemma":0.00006102146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008321548,"about_ca_topic_score_gemma":0.0000595524,"domain_scores_codex":[0.9995276,0.00001360464,0.0001498054,0.0001043513,0.0000875293,0.0001170738],"domain_scores_gemma":[0.9996836,0.00004929173,0.00003867562,0.0001015349,0.00004486737,0.00008208181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00016609,0.0003759532,0.6409798,0.001928566,0.0003774909,0.0004302293,0.008026718,0.000009725586,0.0002306178,0.0002902299,0.2482756,0.098909],"study_design_scores_gemma":[0.0008434277,0.00001866346,0.9606512,0.00005896608,0.00004006948,0.00008274085,0.0004119026,0.001167071,0.003489167,0.0003177719,0.0328403,0.00007875487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982272,0.00007051806,0.0001392521,0.0004167336,0.00005902207,0.0001954888,0.00004373832,0.00005447818,0.0007935658],"genre_scores_gemma":[0.9971347,0.00002645583,0.001951492,0.0004989154,0.00001584194,0.00002754198,0.0001555178,0.000006902809,0.0001826722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196714,"threshold_uncertainty_score":0.2500021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237988135139373,"score_gpt":0.2772363811167959,"score_spread":0.2548564997654021,"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."}}