{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213375,0.0001694035,0.000223502,0.0005055421,0.000259334,0.0005630616,0.0002471509,0.0003084548,0.001781475],"category_scores_gemma":[0.003174146,0.0001416614,0.0002311683,0.00031995,0.0002497959,0.0003827012,0.0002639407,0.0005813761,0.0001946616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906275,"about_ca_system_score_gemma":0.0002486752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004724692,"about_ca_topic_score_gemma":0.0005375122,"domain_scores_codex":[0.9997244,0.00007746709,0.00003563614,0.00004473871,0.00006489096,0.00005289915],"domain_scores_gemma":[0.9974514,0.0009353884,0.0009642238,0.0001055213,0.0001367131,0.0004068182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844416,0.00001842385,0.9988623,0.000003213894,0.000007189331,0.00005182255,0.00001090299,0.00004255163,0.0001506647,0.000007523857,0.00002117245,0.0006396708],"study_design_scores_gemma":[0.00001679832,0.0002340463,0.9981205,0.000006099836,0.00001676383,0.0006278593,0.00005920026,0.0005710199,0.0002433527,0.00003129462,0.00007031332,0.00000275992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997367,0.00007050687,0.00004861155,0.00001089886,0.000001348852,0.00000262876,0.00004092757,0.00000117889,0.00008721836],"genre_scores_gemma":[0.9998294,0.00002193344,0.00002809654,0.000003352522,0.000004284527,0.000002418215,0.00007817736,4.440478e-7,0.00003187811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001781475,"threshold_uncertainty_score":0.00595957,"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."}}