{"id":"W4392344528","doi":"10.1093/bjd/ljae088","title":"Review of global epidemiology data for alopecia areata highlights gaps and a call for action","year":2024,"lang":"en","type":"letter","venue":"British Journal of Dermatology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Alopecia areata; Medicine; Dermatology; Epidemiology; Call to action; Library science; Family medicine; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006746994,0.0002988477,0.002666942,0.0001271618,0.00004899211,0.00001608965,0.0005042375,0.0009772152,0.00003486254],"category_scores_gemma":[0.002669885,0.0002957564,0.0003840484,0.0001221176,0.0002575508,0.0001455876,0.0001819406,0.00105983,0.000004395231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186327,"about_ca_system_score_gemma":0.0004860027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005373934,"about_ca_topic_score_gemma":0.00005839303,"domain_scores_codex":[0.996614,0.0002720727,0.001911393,0.0005477428,0.0001995365,0.0004552447],"domain_scores_gemma":[0.9961572,0.001189404,0.001260532,0.0005883617,0.0006584924,0.0001459659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008810793,0.00003239872,0.000299327,0.04288124,0.0006291073,0.006470549,0.000004306909,7.00605e-9,0.000003662298,0.00008155106,0.9397053,0.009804422],"study_design_scores_gemma":[0.001109627,0.0001915274,0.0002903604,0.02846831,0.001558147,0.3336346,0.000001728802,0.000008886291,0.00001713075,0.001491122,0.6331039,0.0001246137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009255099,0.4597584,0.0005660878,0.5348477,0.0008911547,0.000677309,0.003086191,0.00001076942,0.00006980793],"genre_scores_gemma":[0.0003083479,0.3600421,0.0067967,0.6264319,0.003844014,0.00004227589,0.00224418,0.00007162135,0.000218821],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3271641,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09303245027282371,"score_gpt":0.3853678392622212,"score_spread":0.2923353889893975,"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."}}