{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005465997,0.0007500548,0.0003331235,0.002265262,0.000498214,0.0009403994,0.0007867871,0.0008449045,0.006891635],"category_scores_gemma":[0.01017859,0.0004066103,0.0004516599,0.001322924,0.0002213442,0.0007339193,0.001087794,0.0005669381,0.004039361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007342884,"about_ca_system_score_gemma":0.0007293893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005915226,"about_ca_topic_score_gemma":0.006515396,"domain_scores_codex":[0.9950545,0.00169401,0.0004033479,0.0007260116,0.001815791,0.0003063665],"domain_scores_gemma":[0.9906814,0.002765445,0.001569971,0.0005998439,0.003869158,0.0005142619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009339112,0.0004047744,0.8595988,0.0003592591,0.00008316623,0.0002475107,0.0008890349,0.0006196194,0.002278802,0.0001273867,0.02287331,0.1115844],"study_design_scores_gemma":[0.00003405191,0.0007058156,0.968749,0.0001429209,0.00006005806,0.0007776514,0.0006308309,0.00172097,0.004555466,0.00008635694,0.02250072,0.00003601816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286645,0.001487999,0.005039333,0.001039844,0.0001745662,0.0008798948,0.03212168,0.0008862839,0.02970583],"genre_scores_gemma":[0.9445055,0.001176402,0.01406482,0.001109654,0.0002332084,0.001725543,0.0245983,0.0001855249,0.01240097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891635,"threshold_uncertainty_score":0.0289073,"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."}}