{"id":"W4362602289","doi":"10.1111/jdv.19093","title":"Frontal fibrosing alopecia associated with lichen planus pigmentosus: A multicentre retrospective descriptive analytical study of 104 patients","year":2023,"lang":"en","type":"letter","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Activation Laboratories","funders":"","keywords":"Medicine; Dermatology; Retrospective cohort study; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002156626,0.0003010069,0.0007662957,0.0001429125,0.00008617085,0.000007353254,0.0005425679,0.0005498043,0.000005806396],"category_scores_gemma":[0.0003133654,0.0002016769,0.0001971964,0.0001250954,0.0005198916,0.000006701854,0.0003801093,0.001059459,0.000001577814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003514062,"about_ca_system_score_gemma":0.00008285058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005089444,"about_ca_topic_score_gemma":0.000009223985,"domain_scores_codex":[0.9968551,0.001442361,0.0007636078,0.0003266669,0.0002909634,0.0003213495],"domain_scores_gemma":[0.9979805,0.00008754962,0.00147912,0.0001825013,0.0001945239,0.00007578709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006160302,0.0004973353,0.8330158,0.00007383976,0.00249721,0.0004374673,0.0008943523,0.00005188361,0.0003797566,0.000002858809,0.1614269,0.0001064965],"study_design_scores_gemma":[0.005183485,0.0008067692,0.9850897,0.0002867236,0.001306077,0.0006673583,0.0005932464,0.00002359862,0.001153164,0.00005965634,0.004499446,0.0003307305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991439,0.0005203636,0.00001018592,0.007133395,0.0002504245,0.0002844391,0.00007918479,0.000004436295,0.0002785483],"genre_scores_gemma":[0.9946119,0.0001013896,0.00003862487,0.004525641,0.0003945378,0.000001617075,0.00004655087,0.00005075791,0.0002290045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1569275,"threshold_uncertainty_score":0.8224145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295631415007055,"score_gpt":0.2299971964498437,"score_spread":0.2170408822997732,"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."}}