{"id":"W4308173075","doi":"10.5489/cuaj.7994","title":"Management of infected indwelling ureteral stents: An international survey of urologists","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Stent; General surgery; Interventional radiology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001467222,0.0001546179,0.0002190119,0.001255704,0.0004460961,0.0007225936,0.0003816998,0.0006130344,0.001573289],"category_scores_gemma":[0.004502703,0.0002370501,0.0002877904,0.0017274,0.0004000989,0.0008358012,0.0007068312,0.0003952079,0.0002969687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496438,"about_ca_system_score_gemma":0.0007327701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070849,"about_ca_topic_score_gemma":0.01037684,"domain_scores_codex":[0.9986436,0.0004234763,0.0002277079,0.0001680154,0.000304059,0.0002331056],"domain_scores_gemma":[0.9957099,0.0006799051,0.002410491,0.0001017446,0.0004527961,0.0006451082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001996827,0.00002957605,0.9959877,0.00004642022,0.0000113134,0.00006834024,0.001394698,0.00001472049,0.00007257153,0.00001334038,0.0002888545,0.002052369],"study_design_scores_gemma":[0.000003536577,0.00008789286,0.9915622,0.00006490314,0.000007835389,0.0004033991,0.00699045,0.00006499368,0.0000287533,0.000007652437,0.0007721729,0.00000622642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972365,0.0005931868,0.00004554869,0.0005111143,0.000009783048,0.00001992404,0.0003642142,0.000003141508,0.001216676],"genre_scores_gemma":[0.9987381,0.0005922483,0.00007519016,0.0002620226,0.00001078969,0.00001628095,0.0001802265,0.000001591129,0.0001235747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070849,"threshold_uncertainty_score":0.02129233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607071058682063,"score_gpt":0.2729336517658477,"score_spread":0.2468629411790271,"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."}}