{"id":"W4318391618","doi":"10.1111/jdv.18926","title":"The burden of alopecia areata: A scoping review focusing on quality of life, mental health and work productivity","year":2023,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Lynde Centre for Dermatology; Holland Bloorview Kids Rehabilitation Hospital; Guenther Dermatology Research Centre; Probity Medical Research; University of British Columbia; SKiN Health; Western University; Queen's University; University of Calgary; McGill University","funders":"AbbVie; Valeant Pharmaceuticals International; Amgen; Pfizer; Allergan; Bristol-Myers Squibb","keywords":"Presenteeism; Absenteeism; Quality of life (healthcare); Medicine; Depression (economics); Mental health; Anxiety; Alopecia areata; Observational study; Productivity; Cross-sectional study; Cohort; Gerontology; Indirect costs; Disease burden; Disease; Psychiatry; Psychology; Internal medicine; Nursing; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002612868,0.0002434781,0.002913845,0.0001649408,0.0001400441,0.000002933003,0.0003288802,0.0001689495,0.000002246602],"category_scores_gemma":[0.001691001,0.0001292626,0.0003746575,0.0003032538,0.0008159055,0.00003788264,0.0002491387,0.0009154665,0.000001447898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002068962,"about_ca_system_score_gemma":0.0004850905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005693482,"about_ca_topic_score_gemma":0.0000020708,"domain_scores_codex":[0.9935552,0.003734605,0.002027011,0.0002146375,0.0002223175,0.0002461693],"domain_scores_gemma":[0.9953807,0.000759817,0.003423025,0.0002234074,0.00006003483,0.0001530163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009447924,0.0002171291,0.01005842,0.4014921,0.001998277,0.00004579801,0.0009431596,0.000002208707,0.00000652836,0.001206269,0.01169635,0.5713889],"study_design_scores_gemma":[0.0022251,0.0002803976,0.002947134,0.654082,0.001535817,0.006003855,0.0002031776,6.791061e-7,0.00001622877,0.0002805517,0.332105,0.0003200982],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003138841,0.9773072,0.000003222016,0.01838998,0.0001861483,0.0007207057,0.000008710773,0.00000457105,0.0002405941],"genre_scores_gemma":[0.004606544,0.9946037,0.00003695158,0.000479176,0.0002055942,0.000002006614,0.000002602035,0.00002721948,0.00003621869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5710688,"threshold_uncertainty_score":0.5271176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119705127130295,"score_gpt":0.4129169541508744,"score_spread":0.2932118270205794,"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."}}