{"id":"W1972392271","doi":"10.1111/tri.12161","title":"A cautionary tale of BK virus","year":2013,"lang":"en","type":"letter","venue":"Transplant International","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"BK virus; Immunosuppression; Medicine; Viremia; Immunology; Polyomavirus Infections; Population; Kidney transplantation; Transplantation; Antibody; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002868628,0.0001977252,0.0003019407,0.0002096972,0.00002250487,0.000008977997,0.000184948,0.0004812954,0.005621341],"category_scores_gemma":[0.000006973457,0.0001578531,0.0002687608,0.00004756047,0.0001006679,0.00005426716,0.00001236723,0.0007072391,0.0003673503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005104838,"about_ca_system_score_gemma":0.0001503592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276843,"about_ca_topic_score_gemma":0.000002366331,"domain_scores_codex":[0.9986886,0.00001872323,0.0003414618,0.0002257338,0.00054429,0.0001811307],"domain_scores_gemma":[0.9994662,0.00006006231,0.0001219459,0.0001736429,0.0001106932,0.00006738793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001419843,0.0001774893,0.0006893138,0.0002656659,0.000764816,0.001452391,0.00006405602,0.000004106801,0.003000943,0.0001556103,0.9929627,0.0003209024],"study_design_scores_gemma":[0.00131528,0.0001086812,0.004389053,0.001005128,0.0006745089,0.0008871569,0.000004260199,0.0002638421,0.002265702,0.0002109304,0.9886034,0.0002720328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06104957,0.004437765,0.0002912119,0.8132849,0.004219077,0.001103057,0.01537185,0.0002454415,0.09999713],"genre_scores_gemma":[0.2227758,0.004040833,0.0004893252,0.6497579,0.008219604,0.0001557023,0.0311607,0.0001601361,0.08323992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.163527,"threshold_uncertainty_score":0.9952877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387556720495457,"score_gpt":0.252304428191262,"score_spread":0.2384288609863074,"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."}}