{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003303554,0.0004793422,0.0004079506,0.0006824629,0.0007474333,0.0008366526,0.00031157,0.0005229967,0.000653354],"category_scores_gemma":[0.002955231,0.0002908685,0.0005747155,0.0005468271,0.0003389513,0.0008478399,0.0008057215,0.000647137,0.0002456902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708073,"about_ca_system_score_gemma":0.0006268197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700847,"about_ca_topic_score_gemma":0.00164295,"domain_scores_codex":[0.9989316,0.0004418889,0.0001145894,0.0001895049,0.0001545485,0.0001679138],"domain_scores_gemma":[0.9970657,0.0002356888,0.001311979,0.0001531812,0.0004168763,0.0008165491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001866513,0.00005101751,0.9991203,0.00000414486,0.00002723589,0.0000239333,0.00003001173,0.00001352809,0.00009262858,0.000002866809,0.00003695194,0.0004107277],"study_design_scores_gemma":[0.00002171137,0.0006804348,0.998672,0.000004253563,0.0000307321,0.000176532,0.0001512538,0.0001065254,0.00004863862,0.00000455353,0.0001003616,0.000003058775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995104,0.0001245432,0.00004375791,0.0000252127,0.000006103591,0.0000175823,0.0001291728,0.000002145114,0.0001411377],"genre_scores_gemma":[0.9994484,0.0000525163,0.00006563272,0.00003708444,0.00001430114,0.00001963377,0.0003167784,9.780684e-7,0.00004464943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003303554,"threshold_uncertainty_score":0.01747108,"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."}}