{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913098,0.0001938323,0.0002131575,0.001075041,0.0002253532,0.0004428407,0.0002848192,0.000317804,0.001402713],"category_scores_gemma":[0.004202266,0.0001252515,0.0002126936,0.0005356062,0.0002583648,0.0003377639,0.0002770374,0.000421909,0.0001796081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345928,"about_ca_system_score_gemma":0.0002704168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002643065,"about_ca_topic_score_gemma":0.001719196,"domain_scores_codex":[0.9996853,0.00007914497,0.00003894142,0.00005367462,0.00006372178,0.00007923711],"domain_scores_gemma":[0.9976918,0.0006327875,0.001056116,0.00006779493,0.000188507,0.0003630316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004230639,0.000004927504,0.9991339,0.000002400129,0.000007101035,0.0002398798,0.00001162333,0.00001821148,0.00005203377,0.000005193212,0.0000126186,0.0004697694],"study_design_scores_gemma":[0.000001579592,0.00006055787,0.9975075,0.000007939268,0.00001272726,0.002102698,0.00006504585,0.00007860184,0.000101704,0.000008254839,0.00005127676,0.000002102677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990055,0.0003959751,0.00003857758,0.00002186239,0.000003219374,0.000002916178,0.0002112737,0.000002072614,0.0003186875],"genre_scores_gemma":[0.9995192,0.0001738454,0.00003600276,0.000003852451,0.000005098696,0.00000207651,0.000210438,8.543185e-7,0.00004865106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002643065,"threshold_uncertainty_score":0.005255342,"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."}}