{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851648,0.00009754475,0.0003112562,0.0002070815,0.00004885193,0.000007779531,0.00008255133,0.00009872573,0.00002813746],"category_scores_gemma":[0.005594726,0.00008463558,0.00005051849,0.0001830837,0.0000470754,0.00008018532,0.00003425912,0.0002410773,9.056918e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314255,"about_ca_system_score_gemma":0.0007163601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092549,"about_ca_topic_score_gemma":0.01773661,"domain_scores_codex":[0.9990863,0.0000191914,0.0003643417,0.0001072546,0.0001764574,0.000246463],"domain_scores_gemma":[0.9977258,0.001607327,0.0002152335,0.00007639425,0.0001851841,0.0001900417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009278872,0.0002032629,0.7596489,0.0002129506,0.0001173197,0.006351867,0.0003175355,0.00004497756,0.00002151391,0.0002428818,0.000892172,0.2318538],"study_design_scores_gemma":[0.003774427,0.001200325,0.9915611,0.00008829973,0.00009937015,0.0003441244,0.0002478385,0.0003749962,0.0005521776,0.0001739356,0.001459232,0.0001241552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891751,0.006099942,0.0007784138,0.0001431199,0.002625733,0.0001911681,0.00002246882,0.000004953628,0.0009590469],"genre_scores_gemma":[0.9917306,0.0000542509,0.007881862,0.0002246348,0.00002838645,0.000002867915,0.000004417685,0.00001030953,0.00006270186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319122,"threshold_uncertainty_score":0.9956608,"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."}}