{"id":"W2327694067","doi":"10.1097/dad.0b013e3182a7aa7c","title":"The Significance of Melan-A–Positive Pagetoid Melanocytosis in Dysplastic Nevi","year":2014,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pagetoid; Dermatology; Medicine; Pathology","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":[0.0005005287,0.0001110801,0.0006003951,0.0001663116,0.00004568133,0.000006128522,0.0001685706,0.00003659478,0.00001349126],"category_scores_gemma":[0.0003996396,0.00007210005,0.0001284413,0.0003055662,0.0005938313,0.0000431821,0.00002803771,0.0003288563,0.000005149348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005595735,"about_ca_system_score_gemma":0.0001525047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592342,"about_ca_topic_score_gemma":0.00002512551,"domain_scores_codex":[0.9985165,0.000334806,0.0005956428,0.0001123055,0.0002075356,0.000233227],"domain_scores_gemma":[0.9980198,0.0009398531,0.0005558332,0.0002056135,0.0001707388,0.000108214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002398578,0.0004208166,0.8026764,0.00008502861,0.0001962971,0.001988323,0.004944679,0.0002284505,0.05307195,0.002571476,0.001391173,0.1300268],"study_design_scores_gemma":[0.003524535,0.005380526,0.9127167,0.0004766862,0.0003497932,0.04458388,0.00325924,0.0003530587,0.02010426,0.001048182,0.007909236,0.0002938523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915875,0.0005078478,0.003409306,0.003139903,0.0002096438,0.0001158041,0.000004254464,0.000004992846,0.001020759],"genre_scores_gemma":[0.9981139,0.000383416,0.000732834,0.0006220491,0.000104391,0.000005816511,8.023578e-7,0.00001278968,0.00002396198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129733,"threshold_uncertainty_score":0.2940155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005254673058950192,"score_gpt":0.2564873448384928,"score_spread":0.2512326717795426,"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."}}