{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009853644,0.0001125409,0.0001958711,0.0002719518,0.0006158838,0.0006274577,0.000111785,0.0002564625,0.002433764],"category_scores_gemma":[0.004423522,0.00008583245,0.0002722203,0.000310253,0.0002789185,0.0004031261,0.0004169885,0.0003978024,0.0001098422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000448419,"about_ca_system_score_gemma":0.0003910974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839145,"about_ca_topic_score_gemma":0.005020087,"domain_scores_codex":[0.9991671,0.0004583351,0.00009515496,0.00004051911,0.0001119661,0.0001269889],"domain_scores_gemma":[0.9983771,0.0006362886,0.0005995551,0.0000247736,0.0001037441,0.0002584934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002828498,0.0001754298,0.975673,0.0001044391,0.00007882416,0.0003871065,0.006034299,0.0001561638,0.0002263163,0.0001063893,0.0008182455,0.01595703],"study_design_scores_gemma":[0.00005637466,0.000464497,0.9640068,0.0001715063,0.00006982845,0.001488684,0.03080997,0.0005811598,0.0001854783,0.0002358844,0.001907332,0.0000224668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989103,0.0003102199,0.00001903946,0.0002073773,0.000003060781,0.000004479913,0.00004284009,5.757138e-7,0.0005020415],"genre_scores_gemma":[0.999785,0.00008852832,0.00002175133,0.00004602329,0.000001900135,0.00000301811,0.00001432208,1.684238e-7,0.00003919824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839145,"threshold_uncertainty_score":0.008141816,"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."}}