{"id":"W2808727395","doi":"10.1159/000489793","title":"Frontal Fibrosing Alopecia: An Emerging Epidemic","year":2018,"lang":"en","type":"article","venue":"Skin Appendage Disorders","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Incidence (geometry); Hair loss; MEDLINE; Cohort study; Scarring alopecia; Referral; Dermatology; Pathology; Family medicine; Scalp; Biology","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":[],"category_scores_codex":[0.0002707344,0.000275807,0.0003423239,0.0001949811,0.0003128444,0.00003810727,0.0001948757,0.0001487874,0.002175386],"category_scores_gemma":[0.0001778692,0.0002726374,0.0001713143,0.0003411054,0.000309818,0.0003109418,0.00006862343,0.0002620486,0.0007726445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005383478,"about_ca_system_score_gemma":0.0001134645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072475,"about_ca_topic_score_gemma":0.001516037,"domain_scores_codex":[0.9980606,0.00006768284,0.0003498964,0.0005312795,0.0003141925,0.0006763382],"domain_scores_gemma":[0.9989781,0.00003912926,0.00008191699,0.0004835192,0.00006527654,0.0003520367],"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":[0.00172211,0.001323159,0.3979422,0.0004017776,0.0003614465,0.0001326911,0.0166248,0.00005016091,0.01063233,0.003420562,0.05813297,0.5092558],"study_design_scores_gemma":[0.01800842,0.004327393,0.3166003,0.0007577459,0.0005171586,0.0002706929,0.05016405,0.01108174,0.01168452,0.01616642,0.567175,0.003246559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857553,0.0006616309,0.007813256,0.001667392,0.0006056326,0.0005263267,0.00001451811,0.0003208655,0.1026351],"genre_scores_gemma":[0.9948995,0.00006955273,0.002323381,0.001420566,0.000440886,0.000007286157,0.0001367003,0.00007016212,0.0006320302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509042,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432461137655593,"score_gpt":0.310903061523036,"score_spread":0.29657845014648,"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."}}