{"id":"W2018624173","doi":"10.1007/s11908-012-0269-1","title":"CMV Retinopathy in the Antiretroviral Therapy Era: Prevention, Diagnosis, and Management","year":2012,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Retinitis; Medicine; Context (archaeology); Intensive care medicine; Antiretroviral therapy; Disease; Cytomegalovirus retinitis; Population; Immunology; Human immunodeficiency virus (HIV); Pathology; Viral load; Virus; Human cytomegalovirus","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":[0.001032363,0.0001830325,0.0002266585,0.0002037555,0.0001408657,0.00006429436,0.00005214319,0.00004696953,0.0001582219],"category_scores_gemma":[0.0001152095,0.0001264887,0.0001333517,0.0003490948,0.0000746044,0.0001704959,0.00007038755,0.0003286656,0.00002487722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457492,"about_ca_system_score_gemma":0.00007928771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004605463,"about_ca_topic_score_gemma":0.00000944749,"domain_scores_codex":[0.9981297,0.0001469723,0.0003766347,0.0003099831,0.0005577215,0.0004789431],"domain_scores_gemma":[0.998963,0.00005829851,0.0001323392,0.0004584485,0.00006151079,0.0003263765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007684441,0.001637027,0.8996335,0.0002622758,0.00004684371,0.000385319,0.0002191221,3.630891e-7,0.000006460346,0.0002170533,0.003929902,0.09358534],"study_design_scores_gemma":[0.0007162004,0.0001445087,0.8228958,0.0001722989,0.00008266456,0.0001637587,0.00003570662,0.000004541532,0.00002518117,0.0003328229,0.1752988,0.0001277473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677141,0.02724038,0.00001033969,0.0003338373,0.0005766288,0.001433204,0.000004193546,0.00005730479,0.002630055],"genre_scores_gemma":[0.9720868,0.02652772,0.000006397454,0.0001897167,0.0003621076,0.0005827618,0.00002904166,0.00002058322,0.0001949046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1713689,"threshold_uncertainty_score":0.5158061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173073192931361,"score_gpt":0.3533397767394088,"score_spread":0.3116090448100952,"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."}}