{"id":"W4406945215","doi":"10.1093/ofid/ofae631.1020","title":"P-828. Risk of Invasive <i>Escherichia Coli</i> (<i>E. coli)</i> Disease After Elective Urologic Procedures among Older Adults in the United States","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Sanofi Pasteur; Sanofi; Seqirus; Pfizer","keywords":"Medicine; Escherichia coli; Disease; Intensive care medicine; Internal medicine; Gerontology","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":[0.0004008848,0.0002086102,0.0002199144,0.0006442502,0.0002608509,0.0004331207,0.0003563888,0.0003509968,0.004127262],"category_scores_gemma":[0.002359763,0.0001547932,0.0005629679,0.001165124,0.0001588537,0.0003398253,0.0003880212,0.000583848,0.0005052441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012961,"about_ca_system_score_gemma":0.0003085968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009976399,"about_ca_topic_score_gemma":0.006968651,"domain_scores_codex":[0.9995622,0.00009314276,0.00005574033,0.0001480467,0.00007518686,0.00006562331],"domain_scores_gemma":[0.9975144,0.0003394509,0.001484903,0.0001005915,0.0002126872,0.0003479768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006263138,0.00001742814,0.9978088,0.00002644666,0.00003999275,0.00002720255,0.00001746901,0.00002720525,0.00005928062,0.00001808331,0.0006678312,0.001227762],"study_design_scores_gemma":[0.000006153794,0.00004525913,0.9992641,0.00002011745,0.00002167586,0.00007229443,0.00005096901,0.000155337,0.0000223903,0.00002372858,0.0003161253,0.000001806686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822704,0.001107906,0.0002618385,0.0003841986,0.00004093509,0.00002715579,0.01394402,0.00001954321,0.001943979],"genre_scores_gemma":[0.9955695,0.0003414277,0.0001826503,0.0001217369,0.00005095949,0.00002725876,0.003273092,0.000004699116,0.0004286973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009976399,"threshold_uncertainty_score":0.01983666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004717563756173034,"score_gpt":0.2480087055110092,"score_spread":0.2432911417548362,"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."}}