{"id":"W4317722182","doi":"10.1503/cmaj.221090","title":"Spontaneous bacterial peritonitis in cirrhosis","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"Pfizer","keywords":"Spontaneous bacterial peritonitis; Cirrhosis; Ascites; Klebsiella pneumoniae; Medicine; Ascitic fluid; Peritonitis; Escherichia coli; Microbiology; Klebsiella; Antibiotics; Gastroenterology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003139907,0.0003259336,0.0002995338,0.0006272015,0.0005667938,0.0006997401,0.0003185066,0.0006287399,0.003656047],"category_scores_gemma":[0.002442002,0.0001228981,0.0001959493,0.0006781718,0.0007093252,0.0004308648,0.0005555085,0.000727166,0.0005038509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619666,"about_ca_system_score_gemma":0.00104986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531566,"about_ca_topic_score_gemma":0.003400128,"domain_scores_codex":[0.9996541,0.00006655492,0.00003854373,0.00003261983,0.00009833553,0.0001099144],"domain_scores_gemma":[0.9991604,0.0001447122,0.0002912183,0.00004267769,0.00009509607,0.0002659713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006238678,0.000257417,0.6950278,0.0006542024,0.00005259925,0.1937933,0.0004450093,0.0002779459,0.002684057,0.002508196,0.01120916,0.09246644],"study_design_scores_gemma":[0.00006019482,0.0002767391,0.3790948,0.0004906583,0.00004099531,0.610443,0.0006552598,0.0007109346,0.0006566069,0.002234555,0.005304512,0.00003174577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8962156,0.04750391,0.003398975,0.004071201,0.0006924825,0.0001721975,0.0005035386,0.0002109396,0.04723118],"genre_scores_gemma":[0.9931825,0.004477743,0.0004009363,0.0003515487,0.0005903738,0.00001344154,0.0001914305,0.000008800009,0.0007833558],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003656047,"threshold_uncertainty_score":0.01223075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006603656438310899,"score_gpt":0.2266739218946408,"score_spread":0.2200702654563299,"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."}}