{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006022676,0.0001430271,0.0001763611,0.00005084073,0.00002559374,0.00001295366,0.0001129597,0.000206766,0.00002786939],"category_scores_gemma":[0.00007086815,0.0001083052,0.0001012089,0.00007169895,0.00007402189,0.00001029509,0.000122079,0.00009594689,0.00002212808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007791,"about_ca_system_score_gemma":0.00001700847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007900795,"about_ca_topic_score_gemma":0.000009457317,"domain_scores_codex":[0.9992266,0.00003577651,0.0001845591,0.0002985436,0.00008146125,0.000173035],"domain_scores_gemma":[0.9995925,0.00002344608,0.00008360974,0.0002003254,0.0000410306,0.00005909046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003191197,0.0000954241,0.3948247,0.0003243939,0.0004914509,0.000003655491,0.00009769473,0.0001425011,0.585651,0.00001759847,0.0002930573,0.01773937],"study_design_scores_gemma":[0.0007094209,0.000497447,0.05450785,0.00008646557,0.0000402665,0.00001944853,0.00003605594,0.00008099525,0.9426422,0.00006994676,0.001109292,0.0002006139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968987,0.002157634,0.00003769803,0.00007816198,0.0002605701,0.0002060074,0.00006118527,0.00002058649,0.0002794852],"genre_scores_gemma":[0.997205,0.002151948,0.000057778,0.00008780118,0.00002745907,0.0000492345,0.00005337765,0.00001633876,0.0003510792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569912,"threshold_uncertainty_score":0.4416558,"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."}}