{"id":"W3088054556","doi":"10.1016/j.xcrm.2020.100094","title":"Ureteral Stent Microbiota Is Associated with Patient Comorbidities but Not Antibiotic Exposure","year":2020,"lang":"en","type":"article","venue":"Cell Reports Medicine","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"W. Garfield Weston Foundation","keywords":"Stent; Urinary system; Medicine; Antibiotics; Urine; Population; Biomarker; Intensive care medicine; Internal medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003864213,0.0001901936,0.0005405002,0.0006360788,0.0004985886,0.001009163,0.0001701921,0.0005034579,0.002085775],"category_scores_gemma":[0.004167513,0.0001457918,0.0003929572,0.001075382,0.0003119418,0.0004877688,0.000691413,0.0005400458,0.0003070854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970412,"about_ca_system_score_gemma":0.0004530408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009229475,"about_ca_topic_score_gemma":0.001218462,"domain_scores_codex":[0.9991139,0.0001830169,0.0001327686,0.0001750295,0.0002032464,0.000192064],"domain_scores_gemma":[0.9978928,0.0003289958,0.00102678,0.0001416695,0.0002567537,0.0003531213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002456838,0.00002887819,0.9890013,0.00005260917,0.00006360315,0.0003474174,0.0001543981,0.00002865097,0.002100234,0.00003753109,0.0001940611,0.007745609],"study_design_scores_gemma":[0.000003818138,0.0001399113,0.9945015,0.00004436493,0.00007487399,0.002493372,0.0003827427,0.000187002,0.0007544491,0.0001463856,0.001260134,0.00001148879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959012,0.001890401,0.0004950144,0.0002218212,0.00002565312,0.0000105402,0.0003378256,0.00001521361,0.001102456],"genre_scores_gemma":[0.9987448,0.0004363207,0.0003216368,0.00009476923,0.0000259689,0.00000588185,0.0002071937,0.000005764609,0.0001575564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002085775,"threshold_uncertainty_score":0.006977618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247026912481437,"score_gpt":0.2304537741236611,"score_spread":0.2079835049988467,"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."}}