{"id":"W2010523280","doi":"10.1089/end.2005.19.348","title":"Using and Choosing a Nephrostomy Tube after Percutaneous Nephrolithotomy for Large or Complex Stone Disease: A Treatment Strategy","year":2005,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Percutaneous nephrolithotomy; Nephrostomy; Surgery; Concomitant; Percutaneous nephrostomy; Urology; Percutaneous","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":[0.0006826987,0.0005661772,0.0003273926,0.00148254,0.0008948369,0.0008680476,0.0006934491,0.0009425055,0.001103008],"category_scores_gemma":[0.002401981,0.0001921483,0.0004212983,0.0007397968,0.0006823374,0.001074405,0.0005726775,0.0007755048,0.0003448824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505387,"about_ca_system_score_gemma":0.001489696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004748226,"about_ca_topic_score_gemma":0.001467657,"domain_scores_codex":[0.9995815,0.00009652804,0.00007483534,0.0000871099,0.00009654748,0.00006344643],"domain_scores_gemma":[0.9989518,0.0002384265,0.0004360822,0.00005288782,0.000103206,0.0002174758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002980664,0.0006147617,0.6163874,0.0004147121,0.0001035303,0.01534557,0.000601772,0.0008079722,0.006429779,0.000740512,0.003598532,0.3546574],"study_design_scores_gemma":[0.0002192739,0.002396151,0.5288278,0.001538256,0.0005519053,0.4164407,0.005071106,0.01146069,0.009890215,0.004980574,0.01842734,0.0001958581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9153468,0.02180698,0.04107327,0.01119171,0.0002777322,0.0002797477,0.0001016782,0.0002633455,0.009658744],"genre_scores_gemma":[0.9686962,0.006742359,0.02208368,0.00120489,0.000481014,0.000100712,0.0001413526,0.00001991167,0.000529934],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00148254,"threshold_uncertainty_score":0.003689945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638848392371742,"score_gpt":0.3623286741627393,"score_spread":0.2959401902390218,"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."}}