{"id":"W2796377403","doi":"10.1093/cid/ciy294","title":"A 5-Year Prospective Multicenter Evaluation of Influenza Infection in Transplant Recipients","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of California, San Francisco; University of Alberta; University of Washington; Cleveland Clinic; Cleveland Clinic Foundation; Cincinnati Children's Hospital Medical Center; University of Pennsylvania; Seattle Children's Research Institute; Gilead Sciences; Sanofi; Genentech; University of Pittsburgh; Pfizer","keywords":"Medicine; Internal medicine; Pneumonia; Odds ratio; Intensive care unit; Epidemiology; Confidence interval; Hematopoietic stem cell transplantation; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406047,0.0001727331,0.0004922858,0.0002867901,0.00008691142,0.00001375274,0.00006033906,0.0001398274,0.0002854277],"category_scores_gemma":[0.005880804,0.0001458121,0.0002264792,0.0004793201,0.0006130027,0.0001640162,0.00005825784,0.0003060797,0.0001553851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956234,"about_ca_system_score_gemma":0.0002900124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002150615,"about_ca_topic_score_gemma":0.0004132388,"domain_scores_codex":[0.9972667,0.000461473,0.000824337,0.0004088747,0.0007278572,0.0003107512],"domain_scores_gemma":[0.9975406,0.0003570409,0.0001836006,0.0003240285,0.001402137,0.00019262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184174,0.001995109,0.9910361,0.00007071128,0.0002012303,0.000004529008,0.000310356,0.00001871345,0.00007250152,0.0000423304,0.000180401,0.004883867],"study_design_scores_gemma":[0.009696331,0.001642132,0.9858536,0.0003638092,0.0004054232,0.00000143881,0.00002349756,0.0007925135,0.0003615211,0.0004908156,0.000242145,0.0001268252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940784,0.0002167204,0.00002489485,0.00003201118,0.000414034,0.001468257,0.00003846761,0.00008030744,0.00364691],"genre_scores_gemma":[0.998781,0.0002552549,0.00001781874,0.0003292955,0.0003686576,0.0001949123,0.00001127878,0.00002098661,0.00002084996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008512157,"threshold_uncertainty_score":0.7040297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733299759900393,"score_gpt":0.5019636212559465,"score_spread":0.3286336452659072,"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."}}