{"id":"W3092487946","doi":"10.1097/tp.0000000000003486","title":"Influenza Virus Infection and Transplantation","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Immunology; Transplantation; Intensive care medicine; Population; Influenza vaccine; Chemoprophylaxis; Immunogenicity; Immunosuppression; Organ transplantation; Orthomyxoviridae; Epidemiology; Influenza A virus; Vaccination; Virus; Internal medicine; Immune system; Environmental health","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"],"consensus_categories":[],"category_scores_codex":[0.0001835577,0.0004431757,0.001281501,0.0003671766,0.0001507814,0.00004715173,0.000058301,0.0003302629,0.00004934025],"category_scores_gemma":[0.00004521154,0.0003732909,0.0002635404,0.0004183577,0.0001035753,0.000202442,0.00000991696,0.0005908649,0.0002158241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260313,"about_ca_system_score_gemma":0.0002278962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357977,"about_ca_topic_score_gemma":0.0000861934,"domain_scores_codex":[0.9979951,0.0001668155,0.0006327497,0.0004864972,0.0004239495,0.0002948447],"domain_scores_gemma":[0.9991875,0.0001913144,0.0001786005,0.0001650583,0.00008895205,0.0001885469],"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":[0.0003475477,0.00003496851,0.00009426489,0.0995637,0.0003424048,0.0002348336,0.0009310943,0.000001253066,0.00002549723,0.00007198094,0.00005310679,0.8982993],"study_design_scores_gemma":[0.001582385,0.0002809728,0.001233321,0.01044318,0.005017425,0.0006938792,0.000007194024,0.00001328036,0.0000577026,0.00001984927,0.9802822,0.0003685674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002320375,0.9958437,0.0006131583,0.000035352,0.0001013816,0.001573568,0.0003060321,0.0001891487,0.001105584],"genre_scores_gemma":[0.00002833467,0.9982769,0.000228517,0.0002175778,0.0002045925,0.0002117772,0.0007224301,0.00006863297,0.00004121649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802291,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630438331602185,"score_gpt":0.4429556459150686,"score_spread":0.2799118127548501,"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."}}