{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006326919,0.0002221461,0.0005195584,0.0002129344,0.00005226913,0.00001287494,0.00003190023,0.0001255251,0.0004300366],"category_scores_gemma":[0.000002936088,0.0001789285,0.0001729121,0.0001018684,0.00003047401,0.0001161175,0.00001732739,0.0002708518,0.00008501377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006305535,"about_ca_system_score_gemma":0.0001676309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002320442,"about_ca_topic_score_gemma":0.0001198768,"domain_scores_codex":[0.9991465,0.00009671287,0.0002137397,0.0002468355,0.0001171107,0.0001790885],"domain_scores_gemma":[0.9994336,0.00005138796,0.00006905589,0.0001829004,0.00002138111,0.0002416678],"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":[0.00001751317,0.0002203409,0.0001648898,0.02328402,0.0001388163,0.00003038325,0.0003003281,5.141975e-9,7.985943e-8,0.0003958495,0.00001846116,0.9754293],"study_design_scores_gemma":[0.0003313277,0.00002189856,0.02195911,0.004020614,0.004499356,0.00003264016,0.00001182721,2.953323e-7,3.425339e-8,0.000005293157,0.9689611,0.0001565523],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001348188,0.9968941,0.00000124869,0.00005597955,0.001230485,0.0006170254,0.000424053,0.00005135371,0.0005909414],"genre_scores_gemma":[0.0002542861,0.9956535,0.000005606633,0.000005472448,0.002555634,0.0001790296,0.001194877,0.00002570266,0.0001259394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752728,"threshold_uncertainty_score":0.7296493,"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."}}