{"id":"W1482434502","doi":"10.1111/exd.12209","title":"What causes alopecia areata?","year":2013,"lang":"en","type":"review","venue":"Experimental Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Alopecia areata; Disease; Immunology; Autoimmunity; Medicine; Pathogenesis; Bioinformatics; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002362437,0.0005579181,0.002274622,0.0002489601,0.00007750792,0.00007314901,0.0002052339,0.000549314,0.002369575],"category_scores_gemma":[0.00002546439,0.0004302248,0.0005025342,0.0001777986,0.0002011238,0.0002706379,0.0001408811,0.000343609,0.005397566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186867,"about_ca_system_score_gemma":0.0002565625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002713599,"about_ca_topic_score_gemma":0.000004789817,"domain_scores_codex":[0.9980285,0.0001237228,0.0006140968,0.000520553,0.000193073,0.0005200434],"domain_scores_gemma":[0.9988759,0.000076348,0.0001521924,0.0005406595,0.00003106776,0.0003238334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000319401,0.0008115919,0.00007007368,0.01597543,0.0007882887,0.002268837,0.0007291529,1.545433e-8,0.00002624938,0.001187891,0.1280333,0.8500773],"study_design_scores_gemma":[0.0005620629,0.00007662681,0.000001871468,0.003564221,0.0002997564,0.006879642,0.0009389558,6.121807e-7,0.000367656,0.00001037453,0.9869387,0.0003595774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009872644,0.9895514,0.000002885623,0.0001397435,0.001300283,0.001276869,0.000008369758,0.0001305299,0.00749123],"genre_scores_gemma":[0.0001658405,0.9959833,0.0001114363,0.0008453348,0.0001725706,0.0005994274,0.0005345519,0.00009299129,0.001494552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8589054,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881439221339427,"score_gpt":0.3824843251351541,"score_spread":0.3236699329217598,"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."}}