{"id":"W2603583188","doi":"10.1159/000469665","title":"The Use of Direct Immunofluorescence in Frontal Fibrosing Alopecia","year":2017,"lang":"en","type":"article","venue":"Skin Appendage Disorders","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Dermatology; Direct fluorescent antibody; Immunofluorescence; Medicine; Immunology; Antibody","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":[0.0002173616,0.0001752251,0.0002913078,0.00008041428,0.0004424156,0.0001141709,0.000353971,0.0000827815,0.00006733806],"category_scores_gemma":[0.0007824935,0.0001305246,0.0001486821,0.00009830683,0.0004727515,0.00028783,0.0001234285,0.0002127125,0.00003490156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003716557,"about_ca_system_score_gemma":0.00009992522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640955,"about_ca_topic_score_gemma":0.004445486,"domain_scores_codex":[0.9986982,0.00004893334,0.0003181816,0.0002640543,0.0002669164,0.0004037473],"domain_scores_gemma":[0.9987314,0.0001460702,0.0001640522,0.0008359768,0.00003874999,0.00008373483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001221587,0.0003897406,0.7924324,0.0001429624,0.00009952456,0.00004540973,0.002047063,0.0000591078,0.0037393,0.0007104538,0.005093513,0.1940189],"study_design_scores_gemma":[0.002821221,0.0001589322,0.9179179,0.0003209012,0.00003382061,0.00000603868,0.001555227,0.000768333,0.003034242,0.0003594878,0.07274722,0.0002766458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629782,0.00189316,0.0002024665,0.001708099,0.000401413,0.0007894181,0.00002380601,0.0000465515,0.03195682],"genre_scores_gemma":[0.9980226,0.0007216425,0.0004158257,0.00008928643,0.00002425536,0.000007449623,0.00001679831,0.0000261342,0.0006760176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937423,"threshold_uncertainty_score":0.5322641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525770270528879,"score_gpt":0.2775514840952963,"score_spread":0.2522937813900075,"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."}}