{"id":"W2183589405","doi":"10.1016/s1701-2163(16)34961-1","title":"Prenatal Screening for Fetal Aneuploidy in Singleton Pregnancies","year":2011,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"Congress of Aboriginal Peoples; Moncton Hospital; Alberta Bible College; Ontario Neurotrauma Foundation","funders":"","keywords":"Medicine; Aneuploidy; Singleton; Obstetrics; Pregnancy; Fetus; Prenatal diagnosis; Prenatal screening; Gynecology; Genetics; Chromosome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000975488,0.0002717211,0.0007302844,0.002516627,0.0009871334,0.0005316259,0.0007433982,0.0009575429,0.002080015],"category_scores_gemma":[0.01227975,0.0003459105,0.0002999502,0.0009938447,0.0004210116,0.0002848583,0.0004837292,0.0006363968,0.0001706593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680442,"about_ca_system_score_gemma":0.002259499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1108546,"about_ca_topic_score_gemma":0.09728668,"domain_scores_codex":[0.9991606,0.0001885877,0.00008692969,0.00007476653,0.0003153341,0.0001737691],"domain_scores_gemma":[0.9975534,0.001404246,0.0001915535,0.00007247055,0.0003747972,0.0004035351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007424119,0.000133721,0.956444,0.00008547848,0.00002710924,0.007533459,0.0005717583,0.000284759,0.00202035,0.0002065208,0.0007656846,0.0311846],"study_design_scores_gemma":[0.00006061098,0.0004769192,0.9702703,0.0003137643,0.0001065635,0.02171755,0.001249741,0.002454271,0.001883191,0.0004900585,0.0009534968,0.0000233696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916636,0.003678711,0.0003262805,0.0006257526,0.00005135642,0.00003715653,0.0003097071,0.00001668455,0.003290837],"genre_scores_gemma":[0.9962585,0.002125132,0.0007619657,0.00009337121,0.00002835553,0.00001697655,0.0001251769,0.000004104711,0.0005862822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108546,"threshold_uncertainty_score":0.2204186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107214120657694,"score_gpt":0.2377685198990153,"score_spread":0.2066963786924384,"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."}}