{"id":"W4412396483","doi":"10.1007/s12105-025-01814-x","title":"Metastatic Intraparotid Balloon Cell Melanoma: A Diagnostic Challenge","year":2025,"lang":"en","type":"article","venue":"Head and Neck Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"Naval Medical Center San Diego","keywords":"Medicine; Pathology; Melanoma; Oral and maxillofacial surgery; Immunohistochemistry; Metastatic melanoma; Parotid gland; Lesion; Presentation (obstetrics); Differential diagnosis; Dermatology; Radiology; Surgery; Cancer research","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":[0.0001087185,0.0001326427,0.0003092652,0.0001706285,0.00007184725,0.00001032817,0.00003885879,0.00006618902,0.0001491633],"category_scores_gemma":[0.00009984212,0.0001152255,0.00005176306,0.0001190965,0.0000654218,0.00001833179,0.00005671302,0.0001505466,0.00007297271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002387435,"about_ca_system_score_gemma":0.00002865154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001553672,"about_ca_topic_score_gemma":0.00006007746,"domain_scores_codex":[0.9991624,0.00006274527,0.0001951768,0.0002854101,0.00006982969,0.0002243973],"domain_scores_gemma":[0.9994864,0.0001612201,0.00003458247,0.0002022978,0.00002637418,0.00008906041],"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":[0.003876405,0.01121313,0.1045187,0.01039089,0.001492281,0.06298772,0.006769778,0.00003155138,0.08019176,0.1215191,0.05980673,0.5372019],"study_design_scores_gemma":[0.02456457,0.01209292,0.265534,0.0009166985,0.002346042,0.009678913,0.002645611,0.001050933,0.01238212,0.007045596,0.6605002,0.001242369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385129,0.002908995,0.0005217941,0.003457044,0.0003603248,0.0005363468,0.000004072144,0.00009701475,0.05360154],"genre_scores_gemma":[0.9919557,0.001244462,0.0005181464,0.001691764,0.00004886288,0.00006533093,0.000009363418,0.00001073824,0.004455611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006935,"threshold_uncertainty_score":0.4698761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419995790474422,"score_gpt":0.2644639157889572,"score_spread":0.250263957884213,"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."}}