{"id":"W2791880936","doi":"10.5489/cuaj.4857","title":"Spotlight — Management of pyelovesical bypass device stones","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Ureteroscopy; Surgery; Ureter; Lithotripsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001283383,0.0002962318,0.0003146479,0.0006042781,0.0006267309,0.0004874459,0.0003417535,0.0008795299,0.001672816],"category_scores_gemma":[0.0006792775,0.0001023038,0.0002887501,0.0002833669,0.0003108327,0.000575811,0.0004315262,0.0007152699,0.0003508954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789681,"about_ca_system_score_gemma":0.0002812631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276969,"about_ca_topic_score_gemma":0.0005209208,"domain_scores_codex":[0.9998945,0.00001452494,0.00001070055,0.0000139073,0.00002798736,0.00003828937],"domain_scores_gemma":[0.9997798,0.00003750067,0.00005888279,0.000009036911,0.00001084304,0.0001040136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001310608,0.0005106651,0.06932375,0.001020824,0.0001303367,0.5058074,0.0006062708,0.0007759999,0.04357053,0.00157904,0.006989197,0.3683754],"study_design_scores_gemma":[0.0001034206,0.001386124,0.03729449,0.0001715937,0.00003022355,0.9363182,0.0003597773,0.00130866,0.007983954,0.0007063134,0.01430633,0.00003093765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356799,0.03448429,0.01160292,0.002337342,0.0003816112,0.00008361455,0.00007098826,0.0004998525,0.01485944],"genre_scores_gemma":[0.9912069,0.003797708,0.002225871,0.0005396238,0.0002954076,0.000013377,0.00005915165,0.00002187036,0.001840098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672816,"threshold_uncertainty_score":0.005596101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615872305673704,"score_gpt":0.2557246705515003,"score_spread":0.2395659474947632,"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."}}