{"id":"W4388047278","doi":"10.3389/fruro.2023.1144618","title":"Comparison of web-based information about cell-free DNA prenatal screening: implications for differences of sex development care","year":2023,"lang":"en","type":"article","venue":"Frontiers in Urology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Prenatal development; Web application; Prenatal care; Cell-free fetal DNA; Computational biology; Computer science; World Wide Web; Psychology; Medicine; Prenatal diagnosis; Biology; Genetics; Pregnancy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226281,0.0000921231,0.0003509406,0.000312667,0.00004006049,0.000003441613,0.0001854311,0.0001309575,0.000002817987],"category_scores_gemma":[0.0003208991,0.00009024401,0.00004800349,0.0002349461,0.00009487691,0.00004937466,0.00006533408,0.00009884828,0.000001368862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600061,"about_ca_system_score_gemma":0.0001724801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001865043,"about_ca_topic_score_gemma":0.00002346235,"domain_scores_codex":[0.9990872,0.00002565448,0.0004485869,0.0001211476,0.0001179263,0.0001994459],"domain_scores_gemma":[0.9991887,0.0002160078,0.0001869004,0.0002396692,0.0001140816,0.00005467646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002569924,0.00006883475,0.9460979,0.0003260946,0.00002862513,4.465035e-7,0.001918724,0.0008221655,0.00009061408,0.00008804132,0.008910025,0.04139154],"study_design_scores_gemma":[0.004169805,0.0005888281,0.9506694,0.00009317607,0.00005988908,7.459669e-7,0.002075786,0.02296373,0.01401681,0.0001969771,0.005035182,0.0001296901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726305,0.0007916399,0.1241575,0.0005726006,0.0002434861,0.0006220172,0.0002654816,0.00007666526,0.0006400665],"genre_scores_gemma":[0.962467,0.00001545755,0.03655711,0.00006470268,0.00001425596,0.00009693357,0.0007652261,0.000006908914,0.0000123839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08983649,"threshold_uncertainty_score":0.3680044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462685008004696,"score_gpt":0.2930426943372978,"score_spread":0.2684158442572509,"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."}}