{"id":"W2152763894","doi":"10.1002/pd.4428","title":"Clinical application of noninvasive prenatal testing for the detection of trisomies 21, 18, and 13: a hospital experience","year":2014,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre","funders":"Science and Technology Program of Zhejiang Province; National Natural Science Foundation of China","keywords":"Trisomy; Obstetrics; Prenatal diagnosis; Medicine; Karyotype; Advanced maternal age; Gynecology; Aneuploidy; Pregnancy; Fetus; Chromosome; Biology; Genetics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003982937,0.0001459848,0.0003508138,0.00005765008,0.00009732509,0.00001433883,0.0001532355,0.000118477,0.000003723027],"category_scores_gemma":[0.01098341,0.0001068358,0.0001262142,0.000182844,0.0003497042,0.0001189335,0.0001284977,0.0001463863,0.00000155993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000141506,"about_ca_system_score_gemma":0.00002868818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003338513,"about_ca_topic_score_gemma":0.00003207094,"domain_scores_codex":[0.9987254,0.00004934732,0.0005058344,0.0003160333,0.0002195197,0.0001838576],"domain_scores_gemma":[0.9917629,0.007239029,0.0003279994,0.0003306686,0.0002368404,0.0001025545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002214923,0.0002917699,0.5703154,0.0003784272,0.00007164414,0.000001135183,0.0005650187,0.00002134449,0.0007053072,0.0001364619,0.00007740231,0.4272147],"study_design_scores_gemma":[0.002811305,0.003209332,0.7192525,0.0006865223,0.0003768158,0.00002792857,0.0005040219,0.01679154,0.2552532,0.0003284491,0.0005264419,0.0002319114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956356,0.001151855,0.04074374,0.0001770116,0.0001752785,0.001075681,0.00008633953,0.00004831047,0.0001857281],"genre_scores_gemma":[0.9952064,0.0001977058,0.003586177,0.00004555391,0.0001719335,0.0007433444,0.00002177665,0.00001759732,0.000009580032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269827,"threshold_uncertainty_score":0.9973475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316383709072145,"score_gpt":0.315111779524931,"score_spread":0.2834734086177165,"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."}}