{"id":"W3155653111","doi":"10.1002/pd.5951","title":"Practice patterns of prenatal and perinatal testing in Canadian cytogenetics laboratories","year":2021,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Children's Hospital of Eastern Ontario; North York General Hospital; Hospital for Sick Children; Health Sciences North; CARE Canada; Hamilton Health Sciences; University of Toronto; McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Cytogenetics; Prenatal diagnosis; Medicine; Karyotype; Genetic testing; Microarray; Aneuploidy; Referral; Obstetrics; Biology; Pregnancy; Genetics; Family medicine; Chromosome; Fetus; Internal medicine","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":[0.003002634,0.0002260877,0.0002342899,0.002088916,0.0022325,0.001353209,0.001964246,0.0006544371,0.002640152],"category_scores_gemma":[0.01722981,0.0002801178,0.0003380721,0.003939562,0.001003188,0.0004763556,0.001367485,0.0005773999,0.0001599793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03500498,"about_ca_system_score_gemma":0.05122948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716998,"about_ca_topic_score_gemma":0.9770969,"domain_scores_codex":[0.9924661,0.0008646421,0.0004943221,0.000964555,0.003935465,0.001274897],"domain_scores_gemma":[0.9803517,0.002227883,0.004636125,0.0004604712,0.008348252,0.003975575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001017759,0.00003340963,0.9525393,0.0001885407,0.00004471343,0.0003153482,0.004527329,0.0004453517,0.0006700694,0.0005841011,0.005878778,0.0346713],"study_design_scores_gemma":[0.00001428646,0.0000757225,0.9827803,0.0003208594,0.00002938095,0.0005654916,0.007433506,0.00103912,0.0003572369,0.0001061298,0.007229882,0.00004815653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684145,0.004273868,0.001058873,0.008331022,0.00008478967,0.0001570073,0.003787539,0.0001065195,0.01378586],"genre_scores_gemma":[0.995214,0.001617368,0.001046939,0.0006132626,0.000009664151,0.00003202444,0.0007163421,0.00001234336,0.0007380624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03500498,"threshold_uncertainty_score":0.2539802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139886954364973,"score_gpt":0.2802397219800277,"score_spread":0.2588408524363779,"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."}}