{"id":"W4385801800","doi":"10.1089/derm.2023.0111","title":"Patients' and Caregivers' Preferences for Mental Health Care and Support in Atopic Dermatitis","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Atopic dermatitis; Anxiety; Mental health care; Health care; Psychiatry","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":[0.00003185261,0.00009757583,0.0002321048,0.000126817,0.0001109707,0.00001612793,0.00003308398,0.00005584499,0.00003712934],"category_scores_gemma":[0.00003346842,0.00009366006,0.00002782986,0.0000956773,0.00007811365,0.0001080314,0.0000378518,0.00005414988,0.00001205881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003122664,"about_ca_system_score_gemma":0.00007515759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007076891,"about_ca_topic_score_gemma":0.0002571536,"domain_scores_codex":[0.9993039,0.00003255076,0.0001888062,0.0001647843,0.00009972325,0.0002102757],"domain_scores_gemma":[0.9996628,0.00005611385,0.00004427612,0.00008058937,0.00003585514,0.0001204047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004020224,0.00002297709,0.7671185,0.0007963732,0.00001788559,0.00002836531,0.008751167,1.104747e-7,3.112667e-7,0.00005846356,0.2054787,0.01772308],"study_design_scores_gemma":[0.002096256,0.0001214103,0.9533992,0.0001068867,0.00001571006,0.00005720657,0.002791189,0.00003952173,0.00003765079,0.0001396211,0.04110813,0.00008719731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909316,0.001583903,0.000005710651,0.005064749,0.0001354818,0.0006530803,0.0003378265,0.0000619256,0.001225777],"genre_scores_gemma":[0.9945006,0.001039588,0.0001393753,0.00324587,0.00001375291,0.00006789933,0.0008842529,0.00000863682,0.0001000425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862807,"threshold_uncertainty_score":0.3819346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159458288405854,"score_gpt":0.2730177558426045,"score_spread":0.261423172958546,"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."}}