{"id":"W2908566938","doi":"10.1002/pd.5418","title":"Prenatal detection of isolated bilateral hyperechogenic kidneys: Etiologies and outcomes","year":2019,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"","keywords":"Etiology; Renal agenesis; Prenatal diagnosis; Medicine; Agenesis; Amniotic fluid; Asymptomatic; Pathology; Multicystic dysplastic kidney; HNF1B; Fetus; Internal medicine; Pregnancy; Kidney; Gastroenterology; Biology; Surgery; Genetics; Gene","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":[0.000447954,0.0002467221,0.00023279,0.0009498947,0.000274557,0.0003331059,0.0002412409,0.0003577476,0.001183542],"category_scores_gemma":[0.004139622,0.000161102,0.0001203953,0.0003652961,0.0005308538,0.00030814,0.0005835579,0.0003690849,0.0001027056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024378,"about_ca_system_score_gemma":0.000422905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645688,"about_ca_topic_score_gemma":0.001568525,"domain_scores_codex":[0.999603,0.00009066885,0.00003569456,0.00008022672,0.00009630934,0.00009411234],"domain_scores_gemma":[0.9978846,0.000754987,0.0008128374,0.00007817216,0.0001237191,0.0003456837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008279967,0.00001547336,0.9921277,0.00001051941,0.000005923922,0.003309351,0.00006136372,0.00005898995,0.001041216,0.00003223757,0.00002425363,0.00323021],"study_design_scores_gemma":[0.000004552102,0.0001001743,0.9686638,0.00001903083,0.00001585867,0.02935921,0.0002589896,0.0003282185,0.00106104,0.00008307945,0.0001003159,0.000005781581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991676,0.000201549,0.0002017302,0.00002139719,0.000002232472,0.000003925752,0.00005896387,0.000004344587,0.0003383086],"genre_scores_gemma":[0.9995605,0.0001158246,0.0002036817,0.000005408661,0.00000583905,0.000002567057,0.00006777568,0.000001600301,0.00003683726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001645688,"threshold_uncertainty_score":0.003959358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005012280252365782,"score_gpt":0.2182154784419795,"score_spread":0.2132031981896137,"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."}}