{"id":"W3043572722","doi":"10.1016/j.jdcr.2020.07.022","title":"Extensive pigmented abdominal plaque in a diabetic patient","year":2020,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hyperkeratosis; Acanthosis; Papillary dermis; Dermatology; Papillomatosis; Skin biopsy; Acanthosis nigricans; Pathology; Abdomen; Biopsy; Dermis; Surgery","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":[0.0001471524,0.0001331043,0.0001651827,0.00003541679,0.0000423073,0.00001210404,0.00004191238,0.0001480222,0.0000516838],"category_scores_gemma":[0.0002484232,0.0001223987,0.00007940902,0.0001148824,0.00007208163,0.000001844906,0.0001344127,0.0001429895,0.00001349711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001611951,"about_ca_system_score_gemma":0.00009061355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004627149,"about_ca_topic_score_gemma":0.00003009974,"domain_scores_codex":[0.9987363,0.00009750877,0.000300166,0.0004591335,0.0001210786,0.0002858071],"domain_scores_gemma":[0.9993716,0.00001228246,0.00009131178,0.0002839756,0.00007409328,0.0001667258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002180486,0.0001192759,0.008970873,0.00002441144,0.00005162027,0.3709215,0.0002174488,0.00003392006,0.6119609,0.000005626479,0.002572844,0.004903519],"study_design_scores_gemma":[0.001076846,0.001385174,0.001457162,0.00003516301,0.00002723111,0.1507208,0.0007001788,0.0003336568,0.8112807,0.00005969339,0.03243494,0.0004885028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973613,0.0009836807,0.0001665182,0.0004000787,0.00009172915,0.0002705209,0.000006733854,0.000009924845,0.0007095276],"genre_scores_gemma":[0.9988642,0.00006740804,0.0001229679,0.0005944041,0.000112722,0.00004296742,0.0001030087,0.00001605967,0.00007629551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202007,"threshold_uncertainty_score":0.4991274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315090536433207,"score_gpt":0.256395536784871,"score_spread":0.2432446314205389,"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."}}