{"id":"W4289316800","doi":"10.1111/tid.13918","title":"Cutaneous lesions in a solid organ transplant recipient: <i>A diagnostic dilemma</i>","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Differential diagnosis; Renal transplant; Dermatology; Dilemma; Pathology; Transplantation; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002544538,0.0003182483,0.0004798259,0.0005108718,0.0005007163,0.00004063793,0.0002093975,0.00007159996,0.003158292],"category_scores_gemma":[0.00009823873,0.0003107516,0.0002560106,0.0008026703,0.00009836419,0.00008620094,0.00005000873,0.0009123372,0.0001828951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614181,"about_ca_system_score_gemma":0.000540257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062715,"about_ca_topic_score_gemma":0.0008636493,"domain_scores_codex":[0.9972404,0.0002060716,0.00048899,0.0005026199,0.0007775111,0.0007844473],"domain_scores_gemma":[0.9981184,0.0004796037,0.00005498961,0.0004616359,0.00005397014,0.0008313984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006586905,0.005873304,0.9221672,0.000726129,0.0002354333,0.04060406,0.004102052,0.003288313,0.005331006,0.0009562899,0.001332842,0.008796499],"study_design_scores_gemma":[0.03751,0.006564526,0.7052063,0.002701789,0.00332449,0.02297262,0.0006953661,0.006340483,0.002697992,0.002506543,0.2053142,0.00416576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929482,0.0005782174,0.00009868243,0.0008882145,0.0002562356,0.001219663,0.001826959,0.0002459798,0.001937815],"genre_scores_gemma":[0.9958211,0.001547149,0.000006195733,0.0009458163,0.0001190903,0.0005185083,0.0005325321,0.00007598678,0.0004335846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169609,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754387511886367,"score_gpt":0.28005520731658,"score_spread":0.2625113321977163,"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."}}