{"id":"W4391484854","doi":"10.1111/his.15152","title":"The clinico‐pathological spectrum of plaque‐type blue naevi and their potential for malignant transformation","year":2024,"lang":"en","type":"article","venue":"Histopathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transformation (genetics); Pathological; Malignant transformation; Pathology; Medicine; Blue nevus; Dermatology; Nevus; Biology; Cancer research; Melanoma; Genetics","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":[0.0004498326,0.0000943997,0.0001998352,0.00007733494,0.0001149507,0.00001266506,0.00004623947,0.00009328602,0.0000379752],"category_scores_gemma":[0.00004449741,0.00005510414,0.00009629531,0.00007153402,0.0001637095,0.0000211701,0.00001922405,0.0001384455,0.00001432669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352255,"about_ca_system_score_gemma":0.00002962881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003450981,"about_ca_topic_score_gemma":0.00001389427,"domain_scores_codex":[0.9992577,0.00006274177,0.0002765866,0.0001869853,0.00006044859,0.0001554685],"domain_scores_gemma":[0.9996287,0.0001154621,0.00004339466,0.0001423111,0.00003142543,0.00003872605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008653017,0.0006220501,0.0004341168,0.002444123,0.000172022,0.002879235,0.01434761,0.00007210631,0.3768296,0.2316276,0.01557276,0.3463458],"study_design_scores_gemma":[0.001753328,0.005281,0.009813115,0.0001160489,0.0003398228,0.01161785,0.001689184,0.007385648,0.008507742,0.007747557,0.9454835,0.0002651708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595766,0.003714634,0.02379462,0.007298949,0.002388757,0.0008714191,0.00002218282,0.0001279848,0.002204817],"genre_scores_gemma":[0.9968822,0.0007614722,0.0001727605,0.0001961764,0.0001290388,0.00002813687,0.00001302363,0.00001149167,0.001805692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9299108,"threshold_uncertainty_score":0.2247081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715354743918312,"score_gpt":0.2673016119823568,"score_spread":0.2501480645431737,"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."}}