{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02709799,0.0009905461,0.003071961,0.006960911,0.00139729,0.005699194,0.002769175,0.007626716,0.01609546],"category_scores_gemma":[0.160758,0.0009979055,0.002316384,0.005613029,0.003394366,0.009161796,0.0019947,0.01516325,0.009644095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006757908,"about_ca_system_score_gemma":0.01228785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009491543,"about_ca_topic_score_gemma":0.01262655,"domain_scores_codex":[0.9719201,0.00927837,0.006798405,0.001942178,0.008928268,0.001132591],"domain_scores_gemma":[0.677457,0.1569654,0.02398618,0.007334331,0.1266703,0.007586868],"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":[0.0000377847,0.000008562506,0.0003479783,0.002405897,0.00006527827,0.0004035171,0.00009649149,0.00005773354,0.00007096391,0.001123288,0.9519724,0.04341016],"study_design_scores_gemma":[0.00005119499,0.00003559927,0.001978192,0.01381563,0.0001660098,0.002289653,0.0005169557,0.00007930802,0.00009688456,0.003994088,0.9769121,0.00006438166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002461182,0.1904045,0.0004803097,0.6655934,0.1394667,0.00004235976,0.0005119699,0.0001090054,0.003145598],"genre_scores_gemma":[0.008092983,0.3503632,0.002712843,0.3734984,0.2549113,0.0001240924,0.001063178,0.0002253171,0.009008621],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02709799,"threshold_uncertainty_score":0.1433095,"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."}}