{"id":"W2589634826","doi":"10.1097/tp.0000000000001698","title":"Clinical-Scale Rapid Autologous BK Virus-Specific T Cell Line Generation From Kidney Transplant Recipients With Active Viremia for Adoptive Immunotherapy","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Viremia; Immunotherapy; Medicine; Adoptive immunotherapy; Kidney transplantation; Kidney transplant; Immunology; Kidney; Transplantation; BK virus; Adoptive cell transfer; Virus; T cell; Urology; Internal medicine; Immune system","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":[0.0001540632,0.000265778,0.0004250112,0.00007005137,0.0004532191,0.00005620455,0.0001570358,0.0002881931,0.0001264408],"category_scores_gemma":[0.000009279388,0.0002024001,0.000202721,0.00004849487,0.0001697028,0.0002605882,0.000003157951,0.0002519378,0.000032272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437104,"about_ca_system_score_gemma":0.0001622849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002091782,"about_ca_topic_score_gemma":0.00008448509,"domain_scores_codex":[0.9984252,0.00007917925,0.0004733614,0.0004987374,0.00024847,0.0002750113],"domain_scores_gemma":[0.9987304,0.0001142378,0.000323986,0.0004506134,0.0001230359,0.0002577435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.08439352,0.002607801,0.02966535,0.000210192,0.001280746,0.0003002781,0.006630684,0.0001199241,0.6723154,0.0001070827,0.002150592,0.2002184],"study_design_scores_gemma":[0.03092148,0.002689888,0.4744468,0.000810767,0.001743208,0.00004155311,0.00008083219,0.002461641,0.4812315,0.00009191746,0.004848381,0.0006320924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718952,0.0008869375,0.02123494,0.0003787379,0.0006404431,0.001071852,0.002902228,0.00009605476,0.0008936627],"genre_scores_gemma":[0.9755327,0.01451098,0.00438925,0.0003996846,0.0005181922,0.0001025291,0.004177932,0.00005411218,0.000314643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4447815,"threshold_uncertainty_score":0.8253635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142436260012597,"score_gpt":0.3178864145073022,"score_spread":0.2764620519071762,"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."}}