{"id":"W2903823242","doi":"10.1053/j.gastro.2018.12.005","title":"Epidemiology and Effects of Bacterial Infections in Patients With Cirrhosis Worldwide","year":2018,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":501,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Institució Catalana de Recerca i Estudis Avançats; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Epidemiology; Cirrhosis; Medicine; Intensive care medicine; Internal medicine","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":[0.0003983118,0.0002382755,0.0003009048,0.00128213,0.0004757958,0.0008024257,0.0002140614,0.0005001654,0.002211997],"category_scores_gemma":[0.001598569,0.0001851625,0.0003910625,0.002215458,0.0003905134,0.0008213256,0.0007701666,0.000504184,0.000247409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404656,"about_ca_system_score_gemma":0.0005479721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376464,"about_ca_topic_score_gemma":0.008636924,"domain_scores_codex":[0.9991632,0.0002743827,0.0001315508,0.00008987523,0.0001283254,0.0002128056],"domain_scores_gemma":[0.9981427,0.0001559268,0.001125915,0.00005439636,0.0001671077,0.0003540741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004344592,0.00001792936,0.9975107,0.00001813354,0.00002614233,0.00007864137,0.00007096882,0.000018079,0.0001297266,0.00002339563,0.0001054915,0.001957322],"study_design_scores_gemma":[0.000001015745,0.00002682319,0.9990396,0.00001886749,0.00001075058,0.0002482712,0.0004010771,0.00002108676,0.00001357945,0.00001591026,0.0002007372,0.000002107491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910777,0.004955825,0.00008891649,0.0005374253,0.00002352265,0.00001157648,0.000747529,0.000007684114,0.002549841],"genre_scores_gemma":[0.9972442,0.001998427,0.00006687599,0.0001078187,0.00004289363,0.000005356054,0.0003592861,0.00000205292,0.0001729832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008376464,"threshold_uncertainty_score":0.01665545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00509945965850375,"score_gpt":0.2301076441546417,"score_spread":0.2250081844961379,"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."}}