{"id":"W4289044851","doi":"","title":"Noninvasive Prenatal Testing for Trisomies 21, 18, and 13, Sex Chromosome Aneuploidies, and Microdeletions: A Health Technology Assessment.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trisomy; Medicine; Obstetrics; Population; Cell-free fetal DNA; Prenatal screening; Gynecology; Prenatal diagnosis; Pregnancy; Fetus; Genetics; Biology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892046,0.000153163,0.0003700687,0.0001649357,0.0001268785,0.00003573929,0.00006267705,0.0001177829,0.000003617954],"category_scores_gemma":[0.001152421,0.0001377032,0.00002743197,0.0001880086,0.0001248018,0.00008887664,0.0001102099,0.0002002722,0.000001972526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007030332,"about_ca_system_score_gemma":0.0001180198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008392832,"about_ca_topic_score_gemma":0.00001792635,"domain_scores_codex":[0.9988292,0.00002275724,0.0002379569,0.0003556363,0.0001117607,0.0004426973],"domain_scores_gemma":[0.9987683,0.0006470275,0.0001218938,0.0002025721,0.00007974159,0.0001805038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784894,0.0002616254,0.640253,0.001712485,0.0002082402,0.00005859255,0.0002621238,0.000008497595,0.001027279,0.0008340189,0.004852788,0.3503428],"study_design_scores_gemma":[0.01272365,0.002437932,0.9598593,0.0007772485,0.0002441185,0.002205966,0.001678441,0.001657292,0.006788333,0.001528373,0.009403674,0.0006957037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845155,0.006562988,0.0003275342,0.004732079,0.00009495325,0.00266996,0.0001398048,0.0001984501,0.0007587271],"genre_scores_gemma":[0.9883021,0.0002865547,0.00899723,0.0004334487,0.00009088169,0.001087083,0.00007531665,0.00002497444,0.0007024786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496471,"threshold_uncertainty_score":0.5615375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345937259282169,"score_gpt":0.2830362573905494,"score_spread":0.2484425314623325,"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."}}