{"id":"W4296614705","doi":"10.1007/s00345-022-04154-5","title":"Determining the threshold of acute renal parenchymal damage for intrarenal pressure during flexible ureteroscopy using an in vivo pig model","year":2022,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Boston Scientific Corporation","keywords":"Medicine; In vivo; Ureter; Nephrology; Kidney; Urology; Surgery; Internal medicine; Biology","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":[0.0004243212,0.0001566796,0.0004721262,0.0003541752,0.0001795284,0.00001117271,0.0002492767,0.00004951923,0.0000954673],"category_scores_gemma":[0.00002627334,0.0001135628,0.0001604649,0.0001999595,0.00008246319,0.0001388579,0.0001116229,0.0004968949,7.442257e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000607629,"about_ca_system_score_gemma":0.000204088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007363142,"about_ca_topic_score_gemma":0.000005629468,"domain_scores_codex":[0.9985126,0.0001055497,0.0005959682,0.0001813874,0.000281065,0.0003234056],"domain_scores_gemma":[0.9990347,0.0000599769,0.000454497,0.0002274854,0.00009881736,0.0001245248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008824476,0.001134666,0.6932313,0.00009851164,0.00104667,0.0002879072,0.002109489,0.1666459,0.1257044,0.0002316715,0.0003008684,0.0003842044],"study_design_scores_gemma":[0.03431126,0.0132645,0.3845165,0.0002234485,0.005250072,0.004185414,0.0003741747,0.520173,0.02982683,0.002273315,0.004953661,0.0006478521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981174,0.0003153811,0.0004208302,0.0005133846,0.0001908627,0.0002476989,0.0000774095,0.000006527407,0.0001105236],"genre_scores_gemma":[0.9965323,0.000017178,0.002537318,0.000485469,0.0001416339,0.00001508102,0.000005672228,0.00002555115,0.000239789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535271,"threshold_uncertainty_score":0.4630955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366889840683295,"score_gpt":0.3194339061555511,"score_spread":0.2827449220872216,"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."}}