{"id":"W3214885106","doi":"10.1182/blood-2021-152895","title":"Progressive Multifocal Leukoencephalopathy in Multiple Myeloma: A Single Institution Case Series","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lenalidomide; Progressive multifocal leukoencephalopathy; Pomalidomide; Thalidomide; Autologous stem-cell transplantation; Multiple myeloma; Melphalan; Transplantation; Bortezomib; Surgery; Internal medicine; Hematopoietic stem cell transplantation; Immunology; Virus","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":[0.00004008972,0.0001239498,0.0001975107,0.00007109117,0.00009268404,0.00002081396,0.00002890018,0.0001159651,0.00005058607],"category_scores_gemma":[0.0003072855,0.0001048015,0.00007212435,0.0002698035,0.0001289328,0.0001368102,0.00004254217,0.0001602954,0.00002949265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108472,"about_ca_system_score_gemma":0.0002736301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007250117,"about_ca_topic_score_gemma":0.0002065505,"domain_scores_codex":[0.9991265,0.00003982653,0.0002054767,0.0002523124,0.0001401534,0.0002357652],"domain_scores_gemma":[0.9995095,0.00002665018,0.00004427681,0.0001860168,0.00008103172,0.0001525126],"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":[0.0004944843,0.01128297,0.1980428,0.0002633421,0.0001880759,0.6913506,0.001554133,0.00003826543,0.08198933,0.0002890204,0.00008309889,0.01442389],"study_design_scores_gemma":[0.03712685,0.001318864,0.1166679,0.001809728,0.001160447,0.2969422,0.004516418,0.001019279,0.5347453,0.0001746515,0.003636881,0.0008814457],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918776,0.006463875,0.00001290612,0.0001695881,0.0001274983,0.0002323574,0.00002348242,0.00007611977,0.001016591],"genre_scores_gemma":[0.998555,0.0000447077,0.0009188561,0.00007926524,0.0001090514,0.00004047596,0.00004074767,0.00001307793,0.000198829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452756,"threshold_uncertainty_score":0.4273679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200311524851365,"score_gpt":0.2534592636142219,"score_spread":0.2334281111290854,"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."}}