{"id":"W2096664450","doi":"10.1016/j.ccc.2013.06.012","title":"Life-Threatening Infection in Transplant Recipients","year":2013,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Multidisciplinary approach; Infection control; Organ transplantation; Transplantation; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004425411,0.0003865844,0.002052951,0.000412415,0.00007794923,0.00007376385,0.00014603,0.0009418111,0.0006359832],"category_scores_gemma":[0.003031441,0.0003063561,0.0006966079,0.0004664593,0.0001762292,0.00008492605,0.0000758547,0.002004925,0.001100291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354117,"about_ca_system_score_gemma":0.001053226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001678252,"about_ca_topic_score_gemma":0.00006373841,"domain_scores_codex":[0.9969752,0.0002356405,0.001115441,0.0006110187,0.0004560266,0.0006066493],"domain_scores_gemma":[0.997359,0.001031005,0.0000685413,0.0004608787,0.0003199592,0.0007606189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003593555,0.0001409576,0.00313109,0.02966506,0.00004752452,0.0002223976,0.0001031252,7.089576e-8,7.879865e-8,0.0001859089,0.0003855141,0.9660823],"study_design_scores_gemma":[0.0005292178,0.0003209108,0.0003963723,0.02286631,0.0007630003,0.0000612402,0.00002455455,0.00001565238,3.992891e-7,0.00004109423,0.974677,0.0003042596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005854996,0.9949493,0.00002306047,0.0000965746,0.0006620986,0.001078563,0.00008447844,0.00006380952,0.0024566],"genre_scores_gemma":[0.001296924,0.9969446,0.0001318008,0.0002079319,0.0005705759,0.0002290296,0.0002934458,0.00009113541,0.0002345236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9742914,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2027159763846796,"score_gpt":0.4896768454681709,"score_spread":0.2869608690834914,"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."}}