{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006747969,0.0005633078,0.002513129,0.0005430457,0.00004424587,0.00007629755,0.0004955779,0.0003640986,0.0006714492],"category_scores_gemma":[0.003438826,0.0005054785,0.0004237809,0.0008503321,0.00005965493,0.0002710439,0.0008004259,0.0006306139,0.00005672155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208099,"about_ca_system_score_gemma":0.0003643467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698804,"about_ca_topic_score_gemma":0.01068919,"domain_scores_codex":[0.9967299,0.0001861132,0.001177593,0.0008518172,0.0005317897,0.0005228177],"domain_scores_gemma":[0.9969338,0.001045145,0.0004940435,0.0009749456,0.0001640696,0.0003879963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004479875,0.0002086532,0.02455479,0.2739581,0.0001198321,0.00004924801,0.0001172295,2.933259e-7,2.955787e-7,0.0001229522,0.005853824,0.69497],"study_design_scores_gemma":[0.0009361017,0.0005591267,0.003736161,0.5797299,0.001461799,0.00004297902,0.00002366063,0.000008243738,0.00003611791,0.00002393233,0.4128911,0.000550818],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002828474,0.9935623,0.0001146328,0.00008219485,0.0002506477,0.002695728,0.0003400506,0.00006055362,0.002611042],"genre_scores_gemma":[0.001161924,0.9936257,0.003060462,0.0002710577,0.00005790248,0.0006088412,0.0008047368,0.00007676073,0.0003326252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6944192,"threshold_uncertainty_score":0.9997397,"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."}}