{"id":"W2793165282","doi":"10.3747/co.25.3674","title":"Progressive Multifocal Leukoencephalopathy during Ixazomib-Based Chemotherapy","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Progressive multifocal leukoencephalopathy; Medicine; Ixazomib; JC virus; Leukoencephalopathy; Multiple myeloma; Magnetic resonance imaging; Pomalidomide; Lenalidomide; Chemotherapy; Oncology; Internal medicine; Radiology; Immunology; Carfilzomib; Multiple sclerosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00007461081,0.000173964,0.0003137578,0.0001128989,0.0001368126,0.00000903404,0.0001003697,0.0001690607,0.0006906918],"category_scores_gemma":[0.00007582874,0.0001322712,0.0001283665,0.0001622512,0.0004780369,0.00003962342,0.00003135938,0.0002596529,0.0002904576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072606,"about_ca_system_score_gemma":0.0004316906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004825562,"about_ca_topic_score_gemma":0.000002269439,"domain_scores_codex":[0.9988222,0.00004762571,0.0002430906,0.0003233397,0.0001716883,0.0003920669],"domain_scores_gemma":[0.9991801,0.00004212838,0.0001129441,0.000239799,0.0001469451,0.0002781025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007833635,0.009871766,0.2177845,0.0005652767,0.0003475052,0.001521783,0.00189864,0.000009030518,0.04135119,0.0001793868,0.01047624,0.708161],"study_design_scores_gemma":[0.04185865,0.006689935,0.4614382,0.001167232,0.0006242933,0.0006465165,0.0003508798,0.006698445,0.1083165,0.0001865928,0.3710644,0.0009583373],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911962,0.004337204,0.000100857,0.000791098,0.001287433,0.0004372336,0.000009645721,0.0001503709,0.001689963],"genre_scores_gemma":[0.9978718,0.000105501,0.0002856873,0.0003413406,0.001148586,0.00006544023,0.00002494805,0.0000254211,0.0001313345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7072027,"threshold_uncertainty_score":0.756259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06215047176542074,"score_gpt":0.415528644176635,"score_spread":0.3533781724112143,"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."}}