{"id":"W4408142413","doi":"10.1093/bjd/ljaf061","title":"Congenital melanocytic naevi initiated by <i>BRAF</i> fusion oncogene with firmness, pruritus and desmoplastic stroma","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Cancer Institute; Fonds de Recherche du Québec - Santé; Melanoma Research Alliance","keywords":"Stroma; Medicine; Dermatology; Nevus; Pathology; Melanoma; Cancer research; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200479,0.0003745295,0.0002367754,0.0005206835,0.0005401954,0.000345252,0.0002089955,0.0003870584,0.001590843],"category_scores_gemma":[0.0009077045,0.0001862517,0.0002118256,0.00044272,0.0005920172,0.0002785051,0.000447288,0.0004946304,0.000234691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004726401,"about_ca_system_score_gemma":0.0002824573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007981103,"about_ca_topic_score_gemma":0.001923482,"domain_scores_codex":[0.9998052,0.00001674408,0.00001852447,0.00005443492,0.00004441167,0.00006080871],"domain_scores_gemma":[0.9990402,0.0002387356,0.0003690691,0.00006602785,0.00004340192,0.0002425586],"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":[0.0002564242,0.00006478315,0.6163769,0.0001447822,0.0000670091,0.3292124,0.0004059996,0.0003678568,0.0394766,0.0004274267,0.0007054354,0.01249438],"study_design_scores_gemma":[0.000008717734,0.0001273456,0.1577382,0.00001271656,0.00001693055,0.8368154,0.0001474947,0.0002533493,0.004211551,0.00008585294,0.0005757935,0.000006667992],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968877,0.0003982239,0.0004468784,0.00004012427,0.000005466221,0.00001693298,0.0000429231,0.00002620026,0.002135373],"genre_scores_gemma":[0.9994903,0.00005422925,0.0002768968,0.00001935965,0.000007363352,0.00000221074,0.00002528944,0.000004443404,0.0001199956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590843,"threshold_uncertainty_score":0.00532192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006758010627951715,"score_gpt":0.2305361639152335,"score_spread":0.2237781532872818,"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."}}