{"id":"W2974383071","doi":"10.1002/pd.5563","title":"A 2‐year review of publicly funded cell‐free DNA screening in Ontario: utilization and adherence to funding criteria","year":2019,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ontario Stroke Network; North York General Hospital; University of Toronto; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Cell-free fetal DNA; Audit; Aneuploidy; Family medicine; Cohort; Population; Prenatal screening; Obstetrics; Gynecology; Pregnancy; Prenatal diagnosis; Environmental health; Internal medicine; Fetus; Chromosome; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004529752,0.0005431633,0.001918991,0.009391361,0.0007617729,0.001335165,0.001454081,0.000805276,0.002143444],"category_scores_gemma":[0.02047272,0.0006711288,0.001415943,0.01632929,0.0007426777,0.0008751521,0.0009175941,0.0005627177,0.0002664299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151821,"about_ca_system_score_gemma":0.06107956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5608264,"about_ca_topic_score_gemma":0.7313863,"domain_scores_codex":[0.9949065,0.0007480294,0.001651867,0.0003457064,0.002054946,0.0002929465],"domain_scores_gemma":[0.9789008,0.006280727,0.005860604,0.000393498,0.007937524,0.0006268391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002611081,0.00003493667,0.02391041,0.4272267,0.001510823,0.000728749,0.002412208,0.0002821197,0.0006112393,0.0009381931,0.04624953,0.495834],"study_design_scores_gemma":[0.0001044372,0.0002410785,0.2053323,0.4583604,0.006672488,0.002387165,0.001963282,0.0002053929,0.0003967168,0.0001801804,0.3240597,0.00009686439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002567573,0.9941048,0.00006149363,0.0007181091,0.0001149281,0.00006729412,0.001252726,0.000009367448,0.001103641],"genre_scores_gemma":[0.02021172,0.978006,0.0002251604,0.0003638434,0.00005153237,0.00006683083,0.0007942215,0.000005707375,0.0002749123],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4391736,"threshold_uncertainty_score":0.8835199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2038645566362193,"score_gpt":0.3839815686476722,"score_spread":0.1801170120114529,"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."}}