{"id":"W3101932856","doi":"10.1002/pd.5868","title":"Perinatal outcome and prognostic factors of fetal megacystis diagnosed at 11–14 week's gestation","year":2020,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Medicine; Aneuploidy; Fetus; Obstetrics; Gestation; Pregnancy; Retrospective cohort study; Prenatal diagnosis; Gynecology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000833782,0.0002339455,0.0005039971,0.00008944272,0.0001247197,0.000006782716,0.00009116594,0.0001707331,0.0002039692],"category_scores_gemma":[0.0018613,0.0001971378,0.0001098824,0.0001825015,0.0003342967,0.0001379312,0.0002525765,0.0002052484,0.00002360045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000282766,"about_ca_system_score_gemma":0.00003001791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006748497,"about_ca_topic_score_gemma":0.00007337031,"domain_scores_codex":[0.9986792,0.00006012326,0.0003614225,0.0004006319,0.00021699,0.0002816602],"domain_scores_gemma":[0.9983662,0.00106436,0.000142086,0.0001410811,0.00007543141,0.0002108799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002311522,0.0001662838,0.9955724,0.0002429195,0.0002329224,0.0001928746,0.001139809,0.000001771168,0.0001061321,0.00003114384,0.0009355903,0.001146977],"study_design_scores_gemma":[0.00182645,0.001124164,0.9921391,0.00001628392,0.0006051222,0.00003931204,0.0001268227,0.0000785168,0.002467931,0.0000114844,0.001396818,0.0001680128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918798,0.00246267,0.00002175655,0.004615028,0.0001253933,0.0004900218,0.0001784182,0.00009283925,0.0001341322],"genre_scores_gemma":[0.9979127,0.0007779438,0.0001864594,0.0006940478,0.0001019072,0.0001538386,0.0001014903,0.00002138801,0.00005021343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006032972,"threshold_uncertainty_score":0.8039045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321685978529646,"score_gpt":0.268413603552826,"score_spread":0.2351967437675295,"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."}}