{"id":"W4403833390","doi":"10.1681/asn.20247ywgh787","title":"Advantages of Acute Peritoneal Dialysis in Children: Lessons from a Large Escherichia coli O157:H7 Outbreak in Calgary","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Peritoneal dialysis; Outbreak; Escherichia coli; Medicine; Microbiology; Dialysis; Intensive care medicine; Internal medicine; Biology; Virology; Biochemistry","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":[0.001249017,0.0005820204,0.0004004169,0.0006750833,0.001884021,0.001589489,0.001060774,0.002419638,0.0007424091],"category_scores_gemma":[0.003506248,0.0003545856,0.0003815621,0.0009568298,0.002085041,0.001145427,0.001560203,0.003376381,0.0001065413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0051267,"about_ca_system_score_gemma":0.003852429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084548,"about_ca_topic_score_gemma":0.1199096,"domain_scores_codex":[0.999038,0.0002368831,0.00008966408,0.0001116,0.0001868087,0.00033707],"domain_scores_gemma":[0.99797,0.0004589431,0.0005483388,0.00006148138,0.0003665534,0.0005946397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332258,0.0001586525,0.8488738,0.0003682437,0.00007981718,0.08775183,0.01559217,0.0004528753,0.0009446963,0.001083516,0.01112071,0.0334405],"study_design_scores_gemma":[0.00004336129,0.0004274185,0.861748,0.001202957,0.0001232444,0.05752575,0.06046129,0.00070913,0.0005294253,0.0008898232,0.01627051,0.00006915719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647118,0.007500285,0.0004208149,0.02321012,0.0002039056,0.00004768692,0.0001417051,0.00002143111,0.003742243],"genre_scores_gemma":[0.9890701,0.007075369,0.0004825139,0.002836603,0.0002403478,0.00001102993,0.00007401253,0.000007571303,0.0002026007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8915452,"threshold_uncertainty_score":0.215647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008122963123866152,"score_gpt":0.2903643593920232,"score_spread":0.282241396268157,"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."}}