{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326603,0.000955192,0.001013987,0.001700643,0.001484884,0.001602302,0.001375447,0.004168393,0.002143572],"category_scores_gemma":[0.005729095,0.0005726705,0.0004141781,0.0006005564,0.001507314,0.003014117,0.001188788,0.003272382,0.00202713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545394,"about_ca_system_score_gemma":0.0005388434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007919533,"about_ca_topic_score_gemma":0.001356526,"domain_scores_codex":[0.9993107,0.0001457907,0.00009076553,0.00009451686,0.0001873396,0.0001707677],"domain_scores_gemma":[0.9979601,0.0007521802,0.000322414,0.0001407693,0.0003615814,0.0004630262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001457174,0.00008086475,0.05206129,0.0003162508,0.00002325467,0.8780894,0.0005570669,0.0005447064,0.007232495,0.001218063,0.01098972,0.04874124],"study_design_scores_gemma":[0.00001312833,0.00005669116,0.005083363,0.0001850932,0.00001392044,0.9857854,0.0008617328,0.001223066,0.0008668505,0.001601885,0.004294495,0.00001431381],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810024,0.05368743,0.02386372,0.07903615,0.002271997,0.0003416221,0.0004524862,0.0007084917,0.02961402],"genre_scores_gemma":[0.9713826,0.009073547,0.009486656,0.004848943,0.004084154,0.00005534838,0.0001745491,0.00004235113,0.0008518002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004168393,"threshold_uncertainty_score":0.007170916,"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."}}