{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521501,0.000343845,0.0002232362,0.001372475,0.0004008563,0.0007322531,0.0002408497,0.0004622262,0.001689083],"category_scores_gemma":[0.001907342,0.0001887175,0.000187576,0.0005136208,0.0005413732,0.0005071411,0.0005456356,0.0003131032,0.0004308192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977112,"about_ca_system_score_gemma":0.0001415054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003163087,"about_ca_topic_score_gemma":0.0004236555,"domain_scores_codex":[0.999662,0.00008129635,0.00004019716,0.00005638913,0.00007972978,0.00008035489],"domain_scores_gemma":[0.9990786,0.0003493287,0.0002826456,0.00006180489,0.0001068047,0.000120727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004381787,0.00004333714,0.9138559,0.0001438679,0.00005060956,0.03331726,0.0005217163,0.0002494565,0.03200994,0.0002463651,0.0002410267,0.01888241],"study_design_scores_gemma":[0.00001083233,0.0001894554,0.7016118,0.00006792682,0.00004112986,0.2904539,0.0009923562,0.0003148093,0.003663121,0.0004789536,0.00215854,0.00001718409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943401,0.002411548,0.000407028,0.00004032786,0.000005436841,0.00001439755,0.00007673302,0.00001178117,0.0026926],"genre_scores_gemma":[0.999005,0.0004761324,0.0002740315,0.00001074453,0.0000131666,0.000005751019,0.0000790866,0.000003046233,0.0001329845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689083,"threshold_uncertainty_score":0.00565052,"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."}}