{"id":"W4308685397","doi":"10.1097/mou.0000000000001060","title":"Preoperative patient optimization for endourological procedures: the current best clinical practice","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Percutaneous nephrolithotomy; Perioperative; Intensive care medicine; Antibiotic prophylaxis; Adverse effect; MEDLINE; Clinical Practice; Percutaneous; Patient safety; Surgery; Medical physics; Physical therapy; Antibiotics; Internal medicine; Health care","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":[0.002288513,0.0008331243,0.002230615,0.001854658,0.0003377949,0.001825772,0.001138555,0.001439288,0.004674586],"category_scores_gemma":[0.007092908,0.0003093356,0.001156645,0.001772613,0.0005951327,0.001839973,0.0009269927,0.001547008,0.00132806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625816,"about_ca_system_score_gemma":0.003459899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112983,"about_ca_topic_score_gemma":0.002068447,"domain_scores_codex":[0.9986759,0.0003810834,0.0003084245,0.000167629,0.0004101198,0.00005678784],"domain_scores_gemma":[0.9955443,0.002998585,0.000518207,0.0000761507,0.0007475273,0.0001153282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007801672,0.00003868171,0.0003537777,0.05667683,0.0002068907,0.0001164929,0.00007975046,0.0002881903,0.0002196752,0.001609078,0.02040426,0.9199284],"study_design_scores_gemma":[0.00008995972,0.0002353119,0.003852744,0.14953,0.001425253,0.003014504,0.0004596773,0.0004920352,0.0004954679,0.005861517,0.8344589,0.00008456706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001028934,0.9980627,0.000208095,0.0009427224,0.0002202313,0.000009431365,0.00002189444,0.000009074432,0.0004229276],"genre_scores_gemma":[0.0009426681,0.9978387,0.0004537498,0.0003821788,0.0002528576,0.0000121413,0.00002671239,0.000002547836,0.00008856747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004674586,"threshold_uncertainty_score":0.01563805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384131971556804,"score_gpt":0.504031167898748,"score_spread":0.2656179707430676,"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."}}