{"id":"W2954612861","doi":"10.1097/der.0000000000000486","title":"Conceptual Model to Illustrate the Symptom Experience and Humanistic Burden Associated With Atopic Dermatitis in Adults and Adolescents","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Diaper Dermatitis","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":[0.00003889232,0.0001423229,0.0002476963,0.00005472825,0.00008481562,0.00003213327,0.00007893449,0.00007542047,0.00004413252],"category_scores_gemma":[0.00006742146,0.000103439,0.00001699629,0.0001039238,0.0002415945,0.0001250086,0.00005016636,0.0001330388,0.00002624256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675273,"about_ca_system_score_gemma":0.00004416831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007068599,"about_ca_topic_score_gemma":0.0001429533,"domain_scores_codex":[0.9991293,0.00005654305,0.0001993807,0.0002155626,0.0001688612,0.0002303581],"domain_scores_gemma":[0.9995258,0.00005932227,0.00005507512,0.0001815858,0.00004965798,0.0001285575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002225803,0.00005550986,0.9769435,0.000175662,0.00003571598,0.0001654045,0.01820776,0.0001000817,0.0000175667,0.0006529626,0.00331698,0.0003065724],"study_design_scores_gemma":[0.00206194,0.00005471553,0.986461,0.001251596,0.00003030204,0.0001656457,0.001769196,0.007691388,0.00004759543,0.00009450356,0.0002283695,0.0001437434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996356,0.0002719443,0.00005745765,0.001914961,0.00003733689,0.0005353756,0.0000229131,0.00003316926,0.0007708091],"genre_scores_gemma":[0.9948797,0.00004354144,0.00004228247,0.004744472,0.00001339274,0.00004730184,0.00001990345,0.00001211217,0.0001972989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643857,"threshold_uncertainty_score":0.4218119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110387394530848,"score_gpt":0.2415508005778341,"score_spread":0.2304469266325256,"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."}}