{"id":"W2155500355","doi":"10.1016/s1051-0443(07)61322-0","title":"Percutaneous Nephrostomy: A Practical Approach","year":2000,"lang":"en","type":"review","venue":"Journal of Vascular and Interventional Radiology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Percutaneous nephrostomy; Percutaneous nephrolithotomy; Nephrostomy; Hydronephrosis; Percutaneous; General surgery; Ureter; Stent; Surgery; Urinary system; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000730729,0.0003087565,0.002472153,0.0003924804,0.00008032106,0.000008062801,0.0001161848,0.0006863113,0.0003650606],"category_scores_gemma":[0.0002929104,0.0002059652,0.002058617,0.000114233,0.0004168585,0.0000615918,0.00005971887,0.001332365,0.0000220974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006510581,"about_ca_system_score_gemma":0.0004210365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001489948,"about_ca_topic_score_gemma":4.199084e-7,"domain_scores_codex":[0.9977295,0.0005259985,0.001023627,0.0002726173,0.0001933027,0.0002548875],"domain_scores_gemma":[0.9986061,0.0003825579,0.0005789411,0.0001625157,0.0001103169,0.0001595758],"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":[0.001570342,0.001800801,0.0001130636,0.007445595,0.03266343,0.006612618,0.00009245142,0.000001115108,9.395531e-7,0.001061541,0.0554258,0.8932123],"study_design_scores_gemma":[0.0004735174,0.002101384,0.0001071277,0.0004210537,0.007382891,0.2778239,0.000007875869,0.000002718848,1.067021e-8,0.0001083075,0.711468,0.0001032213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002769944,0.9978719,0.000236199,0.0003004329,0.0002438318,0.0002159328,0.00001073697,0.000008353761,0.0008356613],"genre_scores_gemma":[0.00006377558,0.9964371,0.001879902,0.0003146242,0.001012428,0.000007597713,0.00004066442,0.0000229436,0.0002209241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8931091,"threshold_uncertainty_score":0.8399018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725544649668066,"score_gpt":0.3617035844010855,"score_spread":0.3144481379044048,"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."}}