{"id":"W4394850601","doi":"10.1002/pd.6574","title":"Numbers of prenatal cell‐free DNA screens performed: Results of a 2022 CAP exercise","year":2024,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Cell-free fetal DNA; Prenatal screening; Family medicine; Obstetrics; Prenatal diagnosis; Demography; Pregnancy; Biology; Genetics; Fetus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004292382,0.000378017,0.0007277451,0.0003730968,0.00006678444,0.00003706058,0.0004923299,0.0002559051,0.0003552209],"category_scores_gemma":[0.001770395,0.0003326494,0.0004104632,0.0007041211,0.0003017697,0.0003068109,0.0005034725,0.0004747968,0.00008061664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007865169,"about_ca_system_score_gemma":0.0002376266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662481,"about_ca_topic_score_gemma":0.000106629,"domain_scores_codex":[0.9969665,0.00005309758,0.0008836694,0.0006636375,0.0009003236,0.0005327907],"domain_scores_gemma":[0.9969824,0.001196074,0.0002057871,0.001042965,0.0001946927,0.000378075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009968762,0.006522092,0.1222084,0.03689922,0.001883448,0.003129815,0.01062819,0.0005344554,0.008457976,0.002794039,0.5210912,0.2758823],"study_design_scores_gemma":[0.006256144,0.001595694,0.02208872,0.01303145,0.001278156,0.0001257488,0.0006318709,0.00244613,0.945179,0.0004052558,0.006245088,0.0007167601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491172,0.01752281,0.0001144772,0.0009117275,0.0008312298,0.001183464,0.006001292,0.0003490402,0.02396878],"genre_scores_gemma":[0.9934031,0.002685445,0.001785102,0.00004967041,0.0001649831,0.0001842383,0.0005839759,0.00007040313,0.001073068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.936721,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313264683777904,"score_gpt":0.2560810176687174,"score_spread":0.2429483708309384,"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."}}