{"id":"W4412677606","doi":"10.17816/dv677768","title":"Autoimmune pemphigus: diagnostic challenges, interdisciplinary interaction, and therapeutic errors","year":2025,"lang":"en","type":"article","venue":"Russian Journal of Skin and Venereal Diseases","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Pemphigus; Medicine; Computer science; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009489939,0.000684627,0.0006951026,0.001723854,0.003974242,0.003442706,0.001187522,0.003470046,0.001110067],"category_scores_gemma":[0.0222181,0.0004126919,0.0004814714,0.001201587,0.002638829,0.003320051,0.004990647,0.004334678,0.0002516725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190425,"about_ca_system_score_gemma":0.00428172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444633,"about_ca_topic_score_gemma":0.002034724,"domain_scores_codex":[0.9867522,0.007699019,0.001347892,0.001003854,0.002168045,0.001029004],"domain_scores_gemma":[0.9866189,0.007194279,0.002433756,0.000466621,0.001186586,0.002099758],"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":[0.0002372247,0.0005156447,0.1765684,0.002727216,0.0002898784,0.1844212,0.04550178,0.003014481,0.003497476,0.02082023,0.03720719,0.5251992],"study_design_scores_gemma":[0.0000951249,0.0006954607,0.09436079,0.004852337,0.000229887,0.5628349,0.1158707,0.007728059,0.00157257,0.07565968,0.1356613,0.0004391395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4589215,0.1446612,0.05775659,0.2939753,0.006922367,0.0004172196,0.0001300768,0.0006233141,0.03659248],"genre_scores_gemma":[0.9095931,0.02891519,0.035618,0.01853104,0.004869216,0.0001863432,0.00009051331,0.00005408684,0.002142509],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009489939,"threshold_uncertainty_score":0.05018818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325029158505539,"score_gpt":0.3009908549524691,"score_spread":0.2877405633674137,"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."}}