{"id":"W4391157775","doi":"10.1016/j.jdcr.2024.01.012","title":"Chasing shadows: A series of tumoral melanosis mimicking melanoma","year":2024,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ottawa Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Dermis; Melanoma; Melanosis; Histopathology; Pathology; Dermatology; Immunohistochemistry; Lesion; Melanocyte; 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":[0.0002591232,0.0001589467,0.0003217551,0.0002527136,0.00006668716,0.00005157156,0.00001747592,0.00006799916,0.000293312],"category_scores_gemma":[0.00007209553,0.0001393848,0.0001782001,0.0002805239,0.00004997528,0.00009976239,0.00005506247,0.0001456794,0.00001579979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011207,"about_ca_system_score_gemma":0.00008317089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002510803,"about_ca_topic_score_gemma":0.00006522721,"domain_scores_codex":[0.9986497,0.00002233831,0.0005062689,0.0003458449,0.0002664971,0.0002093162],"domain_scores_gemma":[0.9993144,0.00002839193,0.0001288094,0.00035494,0.00006272514,0.0001107733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008993845,0.00008352757,0.001071812,0.0008984903,0.0002565344,0.9602343,0.000887113,0.00001195933,0.01652624,0.0004665977,0.002134562,0.01733888],"study_design_scores_gemma":[0.0001546498,0.00030656,0.0003128627,0.0005271229,0.0003072094,0.9029645,0.0009582212,0.0004577771,0.02792204,0.0002295819,0.06569204,0.0001673723],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843459,0.001302182,0.0003028408,0.0008567455,0.001156838,0.0003929763,0.000004857971,0.0003078694,0.01132981],"genre_scores_gemma":[0.9954475,0.00004501656,0.0006492198,0.0001107975,0.0002211017,0.00002368162,0.00001070453,0.00003502894,0.003456951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06355748,"threshold_uncertainty_score":0.5683946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864838282636732,"score_gpt":0.267033567798267,"score_spread":0.2483851849718997,"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."}}