{"id":"W2076997943","doi":"10.1034/j.1600-6143.2003.00066.x","title":"Polyomavirus Infection and Acute Vascular Rejection in a Kidney Allograft: Coincidence or Mimicry?","year":2003,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Kidney; Biopsy; Pathology; Polyomavirus Infections; Immunology; Kidney transplantation; BK virus; 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":[],"consensus_categories":[],"category_scores_codex":[0.000211369,0.0001076152,0.0002631985,0.0003063015,0.00004320683,0.00001334446,0.00002441768,0.00004874149,0.00002385371],"category_scores_gemma":[0.00006630259,0.00008002848,0.00009332111,0.0003860259,0.0001075109,0.0002022572,0.000001410476,0.0002016232,0.000002004851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648947,"about_ca_system_score_gemma":0.0002106759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895597,"about_ca_topic_score_gemma":0.00005719375,"domain_scores_codex":[0.9990826,0.0001174787,0.0003433693,0.0001166246,0.0001973272,0.0001425708],"domain_scores_gemma":[0.9993801,0.00004521388,0.000231577,0.0000659789,0.00006601967,0.0002110737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01358128,0.00119532,0.7320721,0.0005394518,0.001650163,0.008426848,0.005122744,0.0002480251,0.1486192,0.0002071308,0.0002431916,0.08809451],"study_design_scores_gemma":[0.009601961,0.005044849,0.9143752,0.001942393,0.003083257,0.03774232,0.0005719175,0.000169262,0.02566738,0.0001423044,0.001270575,0.0003885986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968541,0.0005247914,0.002052082,0.0001884845,0.0001271006,0.0001143804,0.000007264274,0.00001214251,0.0001196224],"genre_scores_gemma":[0.9861141,0.01218229,0.001224792,0.0003995028,0.00003252943,0.000002944255,0.000006367801,0.00001180975,0.00002559728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823031,"threshold_uncertainty_score":0.3263467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007936775151283352,"score_gpt":0.2715971321057561,"score_spread":0.2636603569544728,"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."}}