{"id":"W2115544128","doi":"10.5489/cuaj.2803","title":"Risk factors for hemorrhage requiring embolization after percutaneous nephrolithotomy","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous nephrolithotomy; Embolization; Angiography; Surgery; Radiology; Fluoroscopy; Complication; Percutaneous; Univariate analysis; Multivariate analysis; 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":[0.0002571479,0.0001964129,0.0003004685,0.0006540352,0.0004241701,0.0003643428,0.0002767143,0.000365121,0.003537945],"category_scores_gemma":[0.002364522,0.0001527015,0.0003363733,0.0007671386,0.0002794501,0.0003669766,0.0002787853,0.0006945689,0.0002356866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886431,"about_ca_system_score_gemma":0.0005779559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008632689,"about_ca_topic_score_gemma":0.0007735257,"domain_scores_codex":[0.9997132,0.00004086117,0.00004438815,0.00005267816,0.0000928303,0.0000560624],"domain_scores_gemma":[0.9981866,0.0004189617,0.0009078386,0.00005464042,0.00008128196,0.0003506841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006054954,0.00002226102,0.9972372,0.00001381588,0.00002254892,0.001149347,0.00002399086,0.00002971874,0.0001062327,0.00001562393,0.0001485193,0.001170141],"study_design_scores_gemma":[0.000009138531,0.0001158219,0.9825749,0.00002867549,0.00004920903,0.01620769,0.0001380762,0.0002840973,0.0001521284,0.0000731964,0.0003597541,0.000007336912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973961,0.0009870167,0.000189681,0.0001730533,0.00001866754,0.00001094357,0.0001385825,0.00001230192,0.00107368],"genre_scores_gemma":[0.9993101,0.0002508757,0.0001262601,0.0000392139,0.0000477752,0.000005753171,0.0001418722,0.000002231199,0.00007591033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003537945,"threshold_uncertainty_score":0.01183563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930522539243179,"score_gpt":0.2513549795170977,"score_spread":0.2320497541246659,"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."}}