{"id":"W2058570741","doi":"10.1111/ced.12155","title":"Dermatofibroma mimicking melanoma dermoscopically","year":2013,"lang":"en","type":"letter","venue":"Clinical and Experimental Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Dermatofibroma; Medicine; Dermatoscopy; Dermatology; Melanoma; Nodule (geology); Clinical diagnosis; Lesion; Dermatopathology; Physical examination; Pathology; Radiology; Biology; Immunohistochemistry","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006009903,0.0004795563,0.001247933,0.0001640041,0.0001415044,0.00007243102,0.0001713423,0.001459618,0.001099043],"category_scores_gemma":[0.00005319391,0.0004114982,0.0003385808,0.00007657995,0.0005996458,0.00004896595,0.0003105637,0.001520553,0.0009883944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004435131,"about_ca_system_score_gemma":0.0000634445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002963331,"about_ca_topic_score_gemma":0.000001328052,"domain_scores_codex":[0.9970708,0.0002112904,0.001070562,0.0008125732,0.0002607114,0.0005739887],"domain_scores_gemma":[0.9986846,0.0002420576,0.0002245228,0.0005031305,0.0000534421,0.0002922913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009148699,0.0001385168,0.003534182,0.0003100313,0.000293166,0.008029511,0.00004948406,1.874406e-8,0.0004910523,0.00009914702,0.9852839,0.001679534],"study_design_scores_gemma":[0.00203925,0.0005180756,0.001290191,0.0001565317,0.0001994016,0.03011006,0.0001119192,0.0001119618,0.003177159,0.0001371608,0.9616826,0.0004656728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3124192,0.003265611,0.00007539515,0.6664479,0.002654098,0.001344808,0.000009437758,0.0003693115,0.01341428],"genre_scores_gemma":[0.2282002,0.0002182273,0.0009685731,0.7641541,0.001756152,0.0001316706,0.0001793574,0.00008946571,0.004302262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09770624,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323170816187353,"score_gpt":0.3241509147793116,"score_spread":0.2918338331605763,"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."}}