{"id":"W4318154121","doi":"10.22374/jeleu.v6i1.158","title":"De novo Stone Formation in Ureteric Stump Post-Nephrectomy","year":2023,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Nephrectomy; Surgery; Urinary system; Abdominal pain; Kidney; Ureteric stent; Ureter; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009073711,0.000155282,0.0005554319,0.000928871,0.00006899337,0.000005243369,0.0001425461,0.0002201643,0.00008703484],"category_scores_gemma":[0.0007291478,0.0001333284,0.0001553535,0.0005102842,0.0001820034,0.0001610073,0.00006710505,0.0007805837,0.00006630286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008250423,"about_ca_system_score_gemma":0.0001698415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001272525,"about_ca_topic_score_gemma":0.00003726013,"domain_scores_codex":[0.9983457,0.000186083,0.0006096981,0.0001437927,0.0001953117,0.0005194022],"domain_scores_gemma":[0.9987393,0.0004725686,0.0003457747,0.0001273989,0.0001891924,0.0001257917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03059508,0.001361651,0.6618949,0.0002401219,0.001891413,0.06844513,0.007320072,0.0004355981,0.179794,0.0005529159,0.02965354,0.01781558],"study_design_scores_gemma":[0.008990116,0.006421922,0.9083537,0.0000166957,0.0005316012,0.05723765,0.0005838191,0.0003121827,0.0009689834,0.0006213745,0.01578035,0.0001816148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989756,0.0009679373,0.0001192049,0.007916293,0.0004051194,0.0001321343,0.000003814348,0.00003635578,0.0006631634],"genre_scores_gemma":[0.9947641,0.0007543165,0.0005528473,0.003207443,0.0005312589,0.00001117767,0.000006796114,0.00001507295,0.0001569782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464588,"threshold_uncertainty_score":0.5436973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995266790613323,"score_gpt":0.2955857383778573,"score_spread":0.2756330704717241,"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."}}