{"id":"W4322766811","doi":"10.1016/j.jpurol.2023.02.022","title":"Can we improve the usefulness of the diuretic renogram in the diagnosis of ureteropelvic junction obstruction (UPJO) in children? Introduction of mercaptoacetyltriglycine-suspected obstruction scoring system (MAG-SOS)","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; Alberta Children's Hospital","funders":"","keywords":"Medicine; Ureteropelvic junction; Diuretic; Hydronephrosis; Internal medicine; Urinary system","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":[0.002193985,0.001249338,0.001977215,0.001744061,0.0005625137,0.001863091,0.001548393,0.002830622,0.001850695],"category_scores_gemma":[0.01256717,0.0004715686,0.001115379,0.0007521427,0.0006306418,0.00418085,0.0006832259,0.005454045,0.0009081734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285797,"about_ca_system_score_gemma":0.001558079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004901158,"about_ca_topic_score_gemma":0.007064755,"domain_scores_codex":[0.9989321,0.0003038088,0.0002328081,0.0001602292,0.0002613048,0.0001097953],"domain_scores_gemma":[0.9948289,0.001744139,0.0006357174,0.0001913069,0.001834879,0.0007649933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007729367,0.0006133568,0.6386467,0.001146691,0.0003767409,0.008708277,0.000502654,0.001235899,0.005626614,0.001000924,0.02443334,0.316936],"study_design_scores_gemma":[0.0006782105,0.003012154,0.7953347,0.006257113,0.00215117,0.0625168,0.004425066,0.01428609,0.006855219,0.007139865,0.09675246,0.0005911814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5235025,0.2632515,0.02813897,0.150357,0.01010549,0.0003741776,0.001573566,0.00123409,0.02146269],"genre_scores_gemma":[0.8236371,0.08277228,0.05279223,0.02167014,0.01547127,0.0001571075,0.001214662,0.0002006932,0.002084563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004901158,"threshold_uncertainty_score":0.01160306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480408997777499,"score_gpt":0.230949954550385,"score_spread":0.21614586457261,"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."}}