{"id":"W2155053093","doi":"10.1136/gutjnl-2012-302339","title":"Bacterial infections in end-stage liver disease: current challenges and future directions","year":2012,"lang":"en","type":"review","venue":"Gut","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Current (fluid); Liver disease; Medicine; Intensive care medicine; Stage (stratigraphy); Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01262586,0.001291842,0.003617194,0.002085464,0.001367904,0.0049293,0.00263618,0.008170105,0.01613604],"category_scores_gemma":[0.01643502,0.0005583729,0.001586259,0.002060105,0.003552558,0.01073591,0.003420904,0.009295914,0.004053487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246938,"about_ca_system_score_gemma":0.01159715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003351465,"about_ca_topic_score_gemma":0.006539746,"domain_scores_codex":[0.9967448,0.001186858,0.0005551215,0.0003993839,0.0007242883,0.0003895579],"domain_scores_gemma":[0.9654239,0.01958693,0.001800706,0.0006060968,0.008046609,0.004535781],"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":[0.000397496,0.0002768537,0.00216507,0.01035432,0.0001235928,0.0003469187,0.0002775858,0.0005421494,0.0002622013,0.01353335,0.1263748,0.8453457],"study_design_scores_gemma":[0.0001472489,0.0008411008,0.006109619,0.04524938,0.0004294657,0.001723356,0.003443206,0.001676913,0.0001993688,0.07066954,0.8693091,0.0002016475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003595168,0.9037974,0.0007273613,0.09027442,0.003165707,0.00001848784,0.00008877678,0.00008109966,0.001487226],"genre_scores_gemma":[0.005998307,0.9551902,0.002661212,0.02102699,0.01392194,0.00009106936,0.0001791383,0.00002400217,0.000907163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01613604,"threshold_uncertainty_score":0.0667727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208156039721726,"score_gpt":0.3367707774729676,"score_spread":0.2646892170757503,"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."}}