{"id":"W3090258071","doi":"10.1016/j.jogc.2020.09.019","title":"The Effect of Fetal Trisomy 21 on Adverse Perinatal Obstetrical Outcomes in Nova Scotia, 2000–2019","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Trisomy; Obstetrics; Pregnancy; Population; Gestational age; Retrospective cohort study; Advanced maternal age; Fetus; Pediatrics; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002096156,0.0001489987,0.0005981036,0.000167037,0.00004750081,0.000008646889,0.000160508,0.0001162937,0.0000485813],"category_scores_gemma":[0.03018976,0.00009035149,0.0001128532,0.0004829483,0.00008862034,0.0000425762,0.00005945074,0.0005881954,0.000001867075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258433,"about_ca_system_score_gemma":0.0008443859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076785,"about_ca_topic_score_gemma":0.005968813,"domain_scores_codex":[0.9985614,0.00009510785,0.0005350377,0.0001290969,0.0004304874,0.0002488481],"domain_scores_gemma":[0.9863414,0.01284022,0.0002967491,0.0001125639,0.0001140384,0.0002950224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614369,0.00005659346,0.9481706,0.00005714392,0.0001249722,0.004047787,0.00006256635,0.0001401696,0.000008245978,0.00003115257,0.002258339,0.04488099],"study_design_scores_gemma":[0.00702896,0.004669365,0.9835994,0.00001897926,0.0001076654,0.00006579959,0.0001638275,0.0002368509,0.000230942,0.000003619926,0.003773227,0.0001013349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878491,0.006335585,0.000006205417,0.001723605,0.003333294,0.0001725485,0.00002632843,0.000002792722,0.0005505257],"genre_scores_gemma":[0.9993418,0.00007163304,0.00007852393,0.0003981642,0.00002945766,5.802701e-7,0.000002333453,0.000009766214,0.00006770136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04477965,"threshold_uncertainty_score":0.9958195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028112048416707,"score_gpt":0.2413818112477915,"score_spread":0.2311006907636244,"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."}}