{"id":"W4391168938","doi":"10.1099/jmm.0.001789","title":"Stability of BK polyomavirus DNA in urine over time and analytical evaluation of an automated BKV quantitative nucleic acid test","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"BK virus; Nucleic acid; Urine; DNA; Virology; Chemistry; Biology; Biochemistry; Kidney; Genetics","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":[0.002353367,0.0001237934,0.0006184322,0.0003070839,0.0000125736,0.000005224782,0.0001090353,0.0003139936,0.001425719],"category_scores_gemma":[0.002470059,0.00008144192,0.0001200613,0.0002853807,0.000544795,0.000083772,0.00004679139,0.000427359,0.000007285339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009338048,"about_ca_system_score_gemma":0.0008289657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006890912,"about_ca_topic_score_gemma":0.00001816152,"domain_scores_codex":[0.9979884,0.0003527227,0.0008985611,0.0001760538,0.000403877,0.0001803939],"domain_scores_gemma":[0.9986289,0.0005058345,0.0002292347,0.0001235177,0.0002470512,0.0002654698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007589938,0.001344041,0.008596952,0.0002119231,0.0003226257,0.000279838,0.0003142195,0.000004392073,0.9828241,0.0001120198,0.0005731408,0.004657685],"study_design_scores_gemma":[0.01750623,0.01101644,0.407226,0.004435102,0.00335964,0.00469535,0.0004849878,0.4109018,0.1387534,0.0006928141,0.0004963143,0.0004320031],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914771,0.006960793,0.00000503946,0.001110209,0.0001382564,0.0001455556,0.00008517068,0.00001809842,0.0000597209],"genre_scores_gemma":[0.9994649,0.0002070813,0.0001419272,0.0000876226,0.00005840033,7.66363e-7,0.00002183054,0.00001077524,0.000006687269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440708,"threshold_uncertainty_score":0.9994871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823311349414595,"score_gpt":0.3751818957100709,"score_spread":0.346948782215925,"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."}}