{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006266549,0.001104424,0.001667364,0.002614257,0.002417068,0.004890571,0.002698167,0.01014654,0.002849383],"category_scores_gemma":[0.01882845,0.0008985658,0.001101774,0.0008814361,0.00498752,0.007591677,0.002432404,0.01126743,0.002708275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008302258,"about_ca_system_score_gemma":0.001237154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468694,"about_ca_topic_score_gemma":0.005431361,"domain_scores_codex":[0.9976265,0.0007850269,0.0007157086,0.0003115845,0.0003658657,0.000195437],"domain_scores_gemma":[0.9889767,0.00686672,0.0008017393,0.0009257024,0.001615282,0.0008139022],"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":[0.0006070168,0.0001735863,0.04698938,0.001833843,0.0001979178,0.7210762,0.00362478,0.0009135035,0.007627133,0.007400283,0.08777592,0.1217805],"study_design_scores_gemma":[0.00009408748,0.0002292906,0.01555503,0.002653715,0.000157123,0.8215964,0.008154456,0.002053526,0.002544979,0.02646042,0.1202429,0.0002579882],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1844688,0.1296952,0.03629196,0.5677719,0.03406362,0.0005929981,0.0005675636,0.001464895,0.04508317],"genre_scores_gemma":[0.6537896,0.05596485,0.04038928,0.1337254,0.09795136,0.0002688859,0.0002701651,0.0003174485,0.01732297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014654,"threshold_uncertainty_score":0.03314108,"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."}}