{"id":"W3210947390","doi":"10.14309/01.ajg.0000787104.56442.ec","title":"S3393 Assessing the Epidemiology and Microbiology of Spontaneous Bacterial Peritonitis at a Canadian Institution. a Retrospective Analysis","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Spontaneous bacterial peritonitis; Antibiotic resistance; Peritonitis; Cirrhosis; Antibiotics; Internal medicine; Epidemiology; Retrospective cohort study; Ascitic fluid; Surgery; Microbiology; Ascites","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001113325,0.0005775107,0.0005117565,0.004952827,0.002126547,0.001301865,0.001092714,0.0004500588,0.001682937],"category_scores_gemma":[0.003383404,0.0008640573,0.0006901819,0.007738657,0.0007867372,0.0004796571,0.001184761,0.0004805024,0.0002949532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142908,"about_ca_system_score_gemma":0.02097063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8899599,"about_ca_topic_score_gemma":0.8967876,"domain_scores_codex":[0.9980185,0.0001187604,0.0002670986,0.0003100189,0.0008619351,0.000423691],"domain_scores_gemma":[0.9943449,0.0003230504,0.002089762,0.0002008524,0.002084944,0.0009564586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002454803,0.00001004534,0.9986063,0.00003502546,0.00001913223,0.0001345984,0.00009958823,0.00002079356,0.00007387617,0.00000982179,0.0001405281,0.000825728],"study_design_scores_gemma":[0.000005125711,0.00005142385,0.9983912,0.00004274749,0.00002381472,0.0003764631,0.000543436,0.0001434131,0.00005226854,0.000004807832,0.0003585113,0.000006790664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940761,0.0008899739,0.0001076292,0.00007235526,0.000008011743,0.0001412927,0.003337436,0.00001366876,0.001353407],"genre_scores_gemma":[0.997021,0.0007311678,0.0002150558,0.00007719567,0.00001003252,0.00004422979,0.001707004,0.000004236968,0.0001901064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100401,"threshold_uncertainty_score":0.2213763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010247028741664,"score_gpt":0.2691846703116393,"score_spread":0.2589376415699753,"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."}}