{"id":"W2772106109","doi":"10.5489/cuaj.4587","title":"Prenatally detected, unilateral, high-grade hydronephrosis: Can we predict the natural history?","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hydronephrosis; Urinary system; Natural history; Surgery; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010762,0.000391574,0.000361534,0.001149622,0.0002268835,0.0005848687,0.000581679,0.0006233907,0.001215574],"category_scores_gemma":[0.007829175,0.0002559493,0.0002373912,0.0005712049,0.0005651453,0.001055535,0.0002791521,0.0005952561,0.0002881415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550823,"about_ca_system_score_gemma":0.0004481983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881356,"about_ca_topic_score_gemma":0.00188273,"domain_scores_codex":[0.9996778,0.00009429548,0.00004577346,0.00005963338,0.00007274869,0.00004984847],"domain_scores_gemma":[0.9972888,0.001031097,0.0009811266,0.00007216034,0.0002622461,0.0003645235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002117394,0.000004981441,0.9972058,0.000007524184,0.000004063641,0.000320421,0.00001963566,0.0000479393,0.00005746065,0.00001227778,0.00005189286,0.002246784],"study_design_scores_gemma":[0.000006888583,0.0001677886,0.9830103,0.0001261274,0.00003571081,0.01365265,0.0004377369,0.001576592,0.0002887897,0.0002138268,0.0004724667,0.00001109849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952814,0.003123362,0.0005116762,0.0003253597,0.00002738504,0.000008851973,0.0001466952,0.00001287966,0.0005624248],"genre_scores_gemma":[0.9976866,0.00142991,0.0005505577,0.00002838841,0.00005044701,0.000004241083,0.0001812504,0.000002544425,0.00006604387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001881356,"threshold_uncertainty_score":0.005345464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261096022398449,"score_gpt":0.2122492038789394,"score_spread":0.1996382436549549,"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."}}