{"id":"W2766631057","doi":"10.1089/end.2017.0349","title":"Percuflex Helical Ureteral Stents Significantly Reduce Patient Analgesic Requirements Compared to Control Stents","year":2017,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Boston Scientific Corporation","keywords":"Medicine; Ureteroscopy; Ureter; Stent; Analgesic; Ketorolac; Surgery; Lithotripsy; Laser lithotripsy; Visual analogue scale; Anesthesia","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":[0.0003275132,0.0002867206,0.0009498504,0.0002544444,0.0002650313,0.00006858406,0.0004260622,0.0001472303,0.0001690346],"category_scores_gemma":[0.0004748654,0.0002141898,0.0003525621,0.00006044061,0.0001197252,0.0001867783,0.0001020243,0.0004041677,0.00007210318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549437,"about_ca_system_score_gemma":0.000159299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004625441,"about_ca_topic_score_gemma":0.000003179682,"domain_scores_codex":[0.9973453,0.0001768794,0.0009255849,0.0003276285,0.000659898,0.0005647685],"domain_scores_gemma":[0.9970579,0.00006462286,0.0009366352,0.0006382376,0.0004466357,0.0008559332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02256636,0.003155895,0.8515475,0.00006130599,0.00292989,0.004362658,0.001127337,0.00008898297,0.08382779,0.00007766663,0.01456324,0.01569142],"study_design_scores_gemma":[0.01916996,0.00888726,0.9584394,0.0001415022,0.0008769398,0.002179118,0.0001540298,0.0001650922,0.002087594,0.00008623943,0.00756439,0.0002485175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901522,0.0001544256,0.00009776134,0.006991261,0.001173499,0.0005207743,0.00003509287,0.00001346047,0.0008614727],"genre_scores_gemma":[0.9944037,0.00002602922,0.0006028527,0.004220983,0.000439702,0.00001226696,0.000007275581,0.00003312736,0.0002540203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068919,"threshold_uncertainty_score":0.8734409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674682854970347,"score_gpt":0.3548961562867998,"score_spread":0.2981493277370963,"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."}}