{"id":"W4404078367","doi":"10.5489/cuaj.8877","title":"The effects of pretreatment oral hydration on extracorporeal shockwave lithotripsy outcomes","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Extracorporeal shockwave lithotripsy; Urology; Hydronephrosis; Surgery; Urine; Single Center; Extracorporeal; Lithotripsy; Urinary system; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191279,0.0001569213,0.000437244,0.0001337494,0.0002045132,0.000346445,0.0001567851,0.0002555433,0.001619834],"category_scores_gemma":[0.002282512,0.0000608214,0.0004450451,0.0001790503,0.0002191556,0.0002855713,0.0002542585,0.0004830672,0.0001265466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268307,"about_ca_system_score_gemma":0.0004411978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00057551,"about_ca_topic_score_gemma":0.0008926853,"domain_scores_codex":[0.9996393,0.000115879,0.00004162286,0.00004333611,0.0000872775,0.00007267419],"domain_scores_gemma":[0.9983872,0.0003296408,0.0007406053,0.00005866361,0.0001206731,0.0003632088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06334955,0.007884712,0.7871487,0.000928946,0.001081866,0.0003387069,0.0004618031,0.0003585425,0.009411321,0.0001129027,0.0006333388,0.1282897],"study_design_scores_gemma":[0.0007367325,0.02456148,0.9713998,0.00008840588,0.0003787821,0.000171858,0.0002014819,0.0002152696,0.001467863,0.00003698963,0.0007278615,0.00001331514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983786,0.0009215263,0.00005012818,0.00006752275,0.00001129099,0.00004335102,0.00005640252,0.000003268843,0.0004678052],"genre_scores_gemma":[0.9995846,0.0001688974,0.00005384871,0.00002027062,0.000008030059,0.00002380199,0.00005995182,6.916546e-7,0.00007999864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619834,"threshold_uncertainty_score":0.005418897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009608436601974017,"score_gpt":0.2560809885734772,"score_spread":0.2464725519715031,"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."}}