{"id":"W2601970093","doi":"10.3851/imp3162","title":"Progressive Multifocal Leukoencephalopathy due to John Cunningham (JC) virus following Allogeneic Haematopoietic Cell Transplantation","year":2016,"lang":"en","type":"review","venue":"Antiviral Therapy","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Progressive multifocal leukoencephalopathy; JC virus; Complication; Medicine; Transplantation; Leukoencephalopathy; Hematopoietic stem cell transplantation; Immunology; Virus; Pathology; Internal medicine; Disease","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":[0.0002071989,0.0008186264,0.002180015,0.0003734444,0.0001963224,0.00006284136,0.0003166235,0.0005893058,0.0001213551],"category_scores_gemma":[0.00002198019,0.0005012497,0.001476544,0.0004421798,0.0001346875,0.000152696,0.0000358014,0.0004423701,0.0008672377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129336,"about_ca_system_score_gemma":0.000483336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626476,"about_ca_topic_score_gemma":0.000001722546,"domain_scores_codex":[0.9968329,0.0002574979,0.0008087007,0.0008465909,0.0005258208,0.000728459],"domain_scores_gemma":[0.9985693,0.000140822,0.0003510547,0.0005283685,0.00005878707,0.0003517197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002467266,0.0004276889,0.0001107717,0.003326769,0.0005426035,0.006606808,0.000340876,1.74976e-7,0.001245053,0.00001278856,0.0003016716,0.986838],"study_design_scores_gemma":[0.004365354,0.001293801,0.0003263839,0.06072038,0.002979259,0.001033554,0.00003318179,0.000002682231,0.006031852,0.00004584374,0.9215584,0.001609296],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01420753,0.981277,0.0001557017,0.00006014344,0.0006576378,0.002443112,0.0001488078,0.0001859652,0.0008640575],"genre_scores_gemma":[0.01408019,0.9834587,0.0002500918,0.0002429949,0.0004256191,0.0003430142,0.000207303,0.0001758675,0.0008162197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852288,"threshold_uncertainty_score":0.9999107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387455877975502,"score_gpt":0.3437304782448088,"score_spread":0.3098559194650538,"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."}}