{"id":"W2735171933","doi":"10.1159/000478011","title":"Natural History of Fetal Lower Urinary Tract Obstruction with Normal Amniotic Fluid Volume at Initial Diagnosis","year":2017,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Oligohydramnios; Urinary tract obstruction; Gestational age; Amniotic fluid; Fetus; Urinary system; Pregnancy; Internal medicine; Urology","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":[0.00009921622,0.0002527769,0.0004903773,0.00009412901,0.0003604716,0.000009828269,0.0001203756,0.0001990072,0.0004285998],"category_scores_gemma":[0.00006411178,0.0001895124,0.000154219,0.00003620611,0.0009760041,0.0002496228,0.00008437168,0.0002825465,0.0000147843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009053963,"about_ca_system_score_gemma":0.0000672193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115662,"about_ca_topic_score_gemma":0.00003205308,"domain_scores_codex":[0.9988647,0.00005389383,0.0002450149,0.0003463475,0.0001917664,0.0002983227],"domain_scores_gemma":[0.9990765,0.0001553391,0.000235967,0.0003478623,0.00007946837,0.0001048394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004094307,0.001379937,0.970147,0.00003127281,0.0006474823,0.0005176679,0.0003238021,6.513264e-7,0.0003595781,0.00001374223,0.005231468,0.01725309],"study_design_scores_gemma":[0.003493744,0.005028185,0.9583914,0.00002136792,0.0003024889,0.0004928237,0.00001622864,0.00002758457,0.0004709819,0.00001826983,0.03153748,0.0001994397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691437,0.02670826,0.000001206525,0.001360545,0.001408136,0.0002864282,0.00002341392,0.00003406386,0.001034248],"genre_scores_gemma":[0.9776385,0.02016713,0.00005310168,0.0006451692,0.0005239172,0.0001317913,0.00002084445,0.00002317055,0.000796313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630602,"threshold_uncertainty_score":0.7728092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060074766729023,"score_gpt":0.2567295766959304,"score_spread":0.2361288290286402,"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."}}