{"id":"W4416764114","doi":"10.1111/cup.70025","title":"Deep Dermal and Subcutaneous Deposits in Thin Melanoma: A Cautionary Tale","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Melanoma; Gross examination; Metastatic melanoma; Stage (stratigraphy); Differential diagnosis; Melanoma diagnosis","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":[0.0002142307,0.0001730705,0.0005112357,0.0006220426,0.00007266052,0.00001955355,0.0001010907,0.0001816698,0.00006150277],"category_scores_gemma":[0.0001496261,0.0001532729,0.0001141499,0.0002480225,0.0001117276,0.00004926913,0.00006137227,0.000461954,0.00001020579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624987,"about_ca_system_score_gemma":0.0001316721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001252889,"about_ca_topic_score_gemma":0.000235938,"domain_scores_codex":[0.9985512,0.0001199337,0.000637682,0.0002137103,0.0002010369,0.0002764158],"domain_scores_gemma":[0.9992121,0.0001480705,0.000216809,0.0001720334,0.000126821,0.0001240912],"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":[0.006901424,0.00127312,0.04921638,0.0004943166,0.0004904434,0.787535,0.00197305,0.0009113612,0.07304275,0.00287361,0.001918652,0.07336988],"study_design_scores_gemma":[0.00215007,0.002157338,0.016555,0.0001589015,0.0003065418,0.9657658,0.0006274038,0.001025882,0.001343353,0.001222439,0.008502445,0.0001847897],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848356,0.003376564,0.001566448,0.002234577,0.0006974945,0.0002644957,0.000001345157,0.0000286481,0.006994846],"genre_scores_gemma":[0.9948997,0.0004536349,0.001506456,0.001046444,0.0001020194,0.000004007613,0.000001767462,0.00001494577,0.001970957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782308,"threshold_uncertainty_score":0.6250287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005910872755570713,"score_gpt":0.2449106577005594,"score_spread":0.2389997849449887,"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."}}