{"id":"W2161806143","doi":"10.1016/j.healun.2006.09.015","title":"Assessment of Adenovirus Infection in Adult Lung Transplant Recipients Using Molecular Surveillance","year":2006,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Viremia; Adenovirus infection; Asymptomatic; Lung; Medicine; Viral load; Adenoviridae; Immunology; Transplantation; Virology; Real-time polymerase chain reaction; Pneumonia; Virus; Internal medicine; Biology; Genetic enhancement; Gene","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":[0.0006940808,0.00008271496,0.0001353504,0.00009559179,0.00004506087,0.000008582704,0.00006230058,0.00005990226,0.000003632254],"category_scores_gemma":[0.000003958413,0.00006405288,0.00005091371,0.0001049541,0.00004192633,0.00001054318,0.000003893987,0.000125206,7.69834e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222471,"about_ca_system_score_gemma":0.00006744724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333816,"about_ca_topic_score_gemma":0.0005469345,"domain_scores_codex":[0.9990194,0.0002504086,0.0003133287,0.00008211811,0.0002092347,0.0001255447],"domain_scores_gemma":[0.9996387,0.00002551522,0.0001195067,0.00008282241,0.0001079891,0.00002544127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001152296,0.00004068218,0.2362269,0.00005085839,0.00002716502,0.000004858875,0.00006999612,0.00572457,0.7566185,0.00001015539,0.000009925808,0.00006415728],"study_design_scores_gemma":[0.001433776,0.0007219884,0.6076341,0.0001252526,0.00005816073,0.0001982292,0.00001101126,0.002830843,0.3868531,0.00003312072,0.000008789641,0.00009161221],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935718,0.0008363466,0.005286491,0.00007012102,0.00006012904,0.0001257803,0.00001269412,0.00000142193,0.00003520945],"genre_scores_gemma":[0.997242,0.002387339,0.0002521088,0.00002828927,0.00005259428,0.000001231842,0.00002143091,0.000009616257,0.000005369411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3714073,"threshold_uncertainty_score":0.2612001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990814973149446,"score_gpt":0.3109476416409596,"score_spread":0.3010394919094651,"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."}}