{"id":"W2085486714","doi":"10.1002/pd.319","title":"Prenatal diagnosis of apparently isolated unilateral multicystic kidney: implications for counselling and management","year":2002,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Polyhydramnios; Multicystic dysplastic kidney; Prenatal diagnosis; Obstetrics; Amniocentesis; Pregnancy; Hydronephrosis; Urinary system; Malignancy; Trisomy; Pediatrics; Gynecology; Fetus; Pathology; Internal medicine","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":[0.0001082896,0.0002188605,0.0003905407,0.0001807268,0.0001791942,0.000009684292,0.000119621,0.0001536884,0.0001029224],"category_scores_gemma":[0.0001363584,0.000201047,0.0001075437,0.0002044877,0.0002271405,0.00009917069,0.00006075314,0.000137104,0.00001226597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136308,"about_ca_system_score_gemma":0.000009357213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001732795,"about_ca_topic_score_gemma":0.000009289492,"domain_scores_codex":[0.9987132,0.00003148713,0.0003730898,0.0004162884,0.0001040368,0.0003618739],"domain_scores_gemma":[0.9986506,0.0006543933,0.0001307505,0.0002733429,0.0001088989,0.0001820147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004860266,0.001587912,0.9501616,0.001796715,0.002340427,0.00003968577,0.001181464,0.00002725968,0.00004728319,0.001044605,0.02553608,0.01575089],"study_design_scores_gemma":[0.01507531,0.002770861,0.9126298,0.000760719,0.008792997,0.0002068624,0.0001095594,0.01125824,0.005209029,0.002843116,0.03920774,0.001135701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743874,0.01267416,0.001533712,0.007804128,0.0002484968,0.002048721,0.00070417,0.0001481041,0.0004511299],"genre_scores_gemma":[0.9535933,0.04174048,0.001084453,0.001033395,0.00008494187,0.002141745,0.0001278018,0.00002413518,0.0001697499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03753179,"threshold_uncertainty_score":0.8198459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553688969233088,"score_gpt":0.2691273226801602,"score_spread":0.2435904329878293,"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."}}