{"id":"W4415489342","doi":"10.25251/bwk6z618","title":"A fatal case of Munchausen syndrome: Forensic dermatology aids in establishing the diagnosis","year":2025,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Munchausen syndrome; Factitious disorder; Skin biopsy; Disease; Biopsy; Sympathy","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":[0.000193635,0.0002015667,0.0007226489,0.0006759498,0.0001820367,0.00002228776,0.0002086063,0.000332834,0.00005647118],"category_scores_gemma":[0.000364952,0.0001316077,0.0002015853,0.0006616362,0.0002979902,0.0001426822,0.0001032325,0.001513827,0.000005129935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005291169,"about_ca_system_score_gemma":0.0002622087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128026,"about_ca_topic_score_gemma":0.0005663144,"domain_scores_codex":[0.9981793,0.0002085933,0.0008681236,0.00020012,0.0001394981,0.0004043191],"domain_scores_gemma":[0.998625,0.0005790538,0.000232519,0.0003180699,0.000138444,0.000106886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002318605,0.001076446,0.724531,0.0002810928,0.0009414038,0.2457108,0.001734955,0.00007256946,0.0001293203,0.001850488,0.008639836,0.01480029],"study_design_scores_gemma":[0.004194129,0.0001011878,0.04591019,0.0007535969,0.0004225007,0.9409751,0.00206706,0.0007117747,0.00129355,0.0009756489,0.002467849,0.0001273931],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972753,0.004304759,0.0001182801,0.02170066,0.0005337624,0.0002433854,0.0000155062,0.00002557865,0.000305059],"genre_scores_gemma":[0.9964669,0.001082326,0.0007871344,0.001508316,0.00005621554,0.000009629804,0.00002669382,0.00001712697,0.00004560232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6952643,"threshold_uncertainty_score":0.6576908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380375397068595,"score_gpt":0.2948158163495272,"score_spread":0.2810120623788412,"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."}}