{"id":"W4404455317","doi":"10.25251/skin.8.supp.470","title":"Demographics and Disease Characteristics of Patients with Alopecia Areata with Comorbid Atopic Dermatitis, Vitiligo or Anxiety/Depression: TARGET-DERM AA","year":2024,"lang":"en","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Castle Biosciences; Galderma; Incyte; Sanofi; Pfizer; Concert Pharmaceuticals; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Alopecia areata; Vitiligo; Atopic dermatitis; Dermatology; Demographics; Depression (economics); Medicine; Anxiety; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002475102,0.0001282272,0.000239739,0.0005352119,0.0004033033,0.0004066553,0.0001698554,0.0002778571,0.002749753],"category_scores_gemma":[0.0009903277,0.0001065703,0.0002667962,0.0007082455,0.0001824969,0.0004017661,0.0002922523,0.0002627904,0.0002679024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424346,"about_ca_system_score_gemma":0.0004454258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009534636,"about_ca_topic_score_gemma":0.01398004,"domain_scores_codex":[0.9997178,0.00003030107,0.00003794594,0.00006700338,0.00006467947,0.00008232256],"domain_scores_gemma":[0.9993665,0.00008610772,0.0002739754,0.00001942507,0.00006853815,0.0001855349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000636758,0.00003612522,0.9988801,0.000004059558,0.00001056342,0.00005026756,0.00004153473,0.00001753175,0.00008659297,0.000009221382,0.0001250836,0.0006752549],"study_design_scores_gemma":[0.000009818566,0.000100709,0.998947,0.000003868269,0.000008717868,0.0004212708,0.0002449529,0.00008787353,0.00001877467,0.00001242303,0.0001423071,0.000002429825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998567,0.0001013591,0.00002580491,0.00003971441,0.000003617099,0.00001502203,0.0006100913,0.000001818951,0.000635523],"genre_scores_gemma":[0.9993172,0.00003319559,0.00002371821,0.00003508762,0.000008738682,0.00001480408,0.0004426562,4.898318e-7,0.0001241776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009534636,"threshold_uncertainty_score":0.01895827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005028587827783405,"score_gpt":0.2230685076582048,"score_spread":0.2180399198304214,"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."}}