{"id":"W4408164061","doi":"10.1093/ced/llaf098","title":"Generalized eruptive keratoacanthoma (Grzybowski syndrome) associated with myelodysplastic syndrome–chronic myelomonocytic leukaemia","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Doug Bragg Enterprises (Canada)","funders":"","keywords":"Medicine; Keratoacanthoma; Myelodysplastic syndromes; Chronic myelomonocytic leukemia; Dermatology; Disease; Pathology; Bone marrow; Basal cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001450128,0.0004039732,0.001413057,0.0001507553,0.0002554981,0.00002859488,0.0001453695,0.0003573268,0.0001323176],"category_scores_gemma":[0.0001838997,0.0003191033,0.0001660133,0.0003243215,0.00140583,0.00008862621,0.0002517591,0.0004797771,0.00005851735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498078,"about_ca_system_score_gemma":0.0004257156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002915264,"about_ca_topic_score_gemma":0.00003441679,"domain_scores_codex":[0.9973956,0.0002383505,0.0008328946,0.0007513899,0.000199002,0.0005827046],"domain_scores_gemma":[0.99849,0.0006619744,0.0001748968,0.0003434119,0.00007508663,0.0002545961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003326204,0.001750638,0.9541304,0.0004401882,0.005069305,0.01835358,0.0005315315,0.0000102511,0.001226546,0.005540933,0.008001094,0.001619306],"study_design_scores_gemma":[0.02651868,0.004340563,0.9269634,0.001444361,0.0009875568,0.02247351,0.0008845266,0.00094811,0.01163048,0.0004859554,0.002423784,0.000899023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863424,0.008523228,0.00008308526,0.001335059,0.0006093052,0.0005913818,0.00001383076,0.0001167118,0.00238498],"genre_scores_gemma":[0.9966718,0.0002961741,0.0003645734,0.001390247,0.00004570859,0.0001836212,0.00004118127,0.00003628214,0.0009704166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02716697,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188761213133054,"score_gpt":0.3384741786683643,"score_spread":0.3165865665370337,"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."}}