{"id":"W2989497576","doi":"10.1111/tid.13207","title":"Clinical predictors of progression and clearance of low‐level CMV DNAemia in solid organ transplant recipients","year":2019,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Viral load; Odds ratio; Clearance; Internal medicine; Cytomegalovirus; Cohort; Immunology; Gastroenterology; Viral disease; Human immunodeficiency virus (HIV); Herpesviridae; Urology","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":[0.0004514702,0.0001976029,0.0006353689,0.0002489072,0.00003155721,0.000006859408,0.0001039252,0.0001656273,0.0001869266],"category_scores_gemma":[0.00004081816,0.0001619415,0.0001633771,0.0002958623,0.0002488671,0.00009314898,0.00001775337,0.0003989153,0.00002264434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003855427,"about_ca_system_score_gemma":0.0002643239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204115,"about_ca_topic_score_gemma":0.0000892406,"domain_scores_codex":[0.9979306,0.0001172986,0.0007408403,0.0003919277,0.0004791023,0.0003402725],"domain_scores_gemma":[0.998895,0.0001383834,0.0001268799,0.0003192412,0.00009588509,0.0004245484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006669201,0.001315211,0.9777541,0.001709354,0.00009228013,0.0001215169,0.000630521,0.00001863523,0.0045879,0.00003430919,0.00001787179,0.007049167],"study_design_scores_gemma":[0.005735071,0.0008535045,0.9867868,0.002769743,0.0001404097,0.00002374258,0.00001380715,0.0004476114,0.002920996,0.0000342001,0.0001166994,0.0001573752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974163,0.0003707969,0.00003605241,0.0000528102,0.000185124,0.0009535947,0.0004598512,0.00003783511,0.0004876312],"genre_scores_gemma":[0.9974561,0.002208324,0.00002357818,0.00004750856,0.00005595255,0.00002006596,0.0000689477,0.00003132909,0.00008814806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009032806,"threshold_uncertainty_score":0.6603782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425154763179893,"score_gpt":0.3436198893243388,"score_spread":0.3193683416925399,"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."}}