{"id":"W4393190191","doi":"10.1001/jamanetworkopen.2024.3689","title":"Ultrasonographic Fetal Nuchal Translucency Measurements and Cytogenetic Outcomes","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Sunnybrook Health Science Centre; Newborn Screening Ontario; Health Sciences Centre; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Ottawa Hospital Research Institute; Canadian Institutes of Health Research; University of Ottawa","keywords":"Nuchal Translucency Measurement; Medicine; Obstetrics; Nuchal translucency; Population; Gestational age; Trisomy; Gynecology; Pregnancy; Prenatal diagnosis; Fetus; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001081445,0.0002289826,0.0002033603,0.0009241232,0.0004495033,0.0005017048,0.0006016461,0.0002628912,0.002700656],"category_scores_gemma":[0.008773596,0.0001694815,0.0002743529,0.001754473,0.0004770662,0.0003069042,0.0004535957,0.0002994921,0.0001806322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191771,"about_ca_system_score_gemma":0.003200962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3336391,"about_ca_topic_score_gemma":0.3090544,"domain_scores_codex":[0.9989806,0.0001593698,0.0001110615,0.000207767,0.000392718,0.0001484068],"domain_scores_gemma":[0.99686,0.0005088663,0.001932134,0.0001671175,0.0003519332,0.0001798248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001962925,0.000003558477,0.9984714,0.00001546389,0.00001904193,0.00002681627,0.00004998862,0.00004732972,0.00004296301,0.00002438554,0.0001012321,0.001178176],"study_design_scores_gemma":[0.000001994346,0.00001340467,0.9991756,0.00002678257,0.00002243847,0.0001419092,0.00006718697,0.0001430663,0.00005979975,0.00002751117,0.0003179846,0.000002270427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904888,0.001485992,0.0006354401,0.0003917477,0.00001803449,0.00003301227,0.004886627,0.00001404257,0.002046317],"genre_scores_gemma":[0.9975768,0.0003557671,0.000372819,0.00002737019,0.00001272876,0.00001803523,0.001226769,0.000003897685,0.000405902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3336391,"threshold_uncertainty_score":0.6633942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05898356167849036,"score_gpt":0.3212472365648228,"score_spread":0.2622636748863325,"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."}}