{"id":"W3151506651","doi":"10.1016/j.jdcr.2021.03.002","title":"Atypical melanocytic nevi with segmental distribution resembling seborrheic keratoses","year":2021,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Dermatology; Seborrheic keratosis; Melanocytic nevus; Superficial spreading melanoma; Pathology; Melanoma; Nevus; Cancer research","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":[0.00009796221,0.0001677221,0.0001509584,0.00001545734,0.0001332488,0.0000472807,0.00003122544,0.0001232451,0.00008003218],"category_scores_gemma":[0.0001003214,0.0001349096,0.0001241616,0.0001325863,0.00006248063,0.000003922158,0.0001033554,0.0000817483,0.000005892321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003991952,"about_ca_system_score_gemma":0.0003778888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002529686,"about_ca_topic_score_gemma":0.00005207038,"domain_scores_codex":[0.9987666,0.00005878363,0.0002474223,0.0004848036,0.0001848,0.0002575657],"domain_scores_gemma":[0.9990702,0.000008761849,0.00009878015,0.0004832521,0.0001627536,0.0001762628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000698788,0.0007015547,0.09465486,0.0001535906,0.0006177097,0.6473438,0.00006774073,0.001036198,0.2279535,0.00005880123,0.01997478,0.006738734],"study_design_scores_gemma":[0.0009276294,0.0004413014,0.01883035,0.00008450546,0.0002093706,0.4507965,0.0003617311,0.0001059385,0.4994516,0.00007300794,0.02810792,0.0006100804],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948539,0.002689045,0.001615284,0.00005474008,0.000142696,0.0001333274,0.00004952914,0.0000197613,0.0004417311],"genre_scores_gemma":[0.997178,0.00008153446,0.0003893349,0.00007598951,0.0002292424,0.0000231878,0.001471998,0.00002118162,0.0005295807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714981,"threshold_uncertainty_score":0.5501453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007278448043153097,"score_gpt":0.2420648192663731,"score_spread":0.23478637122322,"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."}}