{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006337551,0.0002139467,0.0003487347,0.0009635161,0.0007936156,0.0007757158,0.0008322111,0.0006388884,0.001556109],"category_scores_gemma":[0.006221717,0.0002885445,0.0006690281,0.001998598,0.0006873243,0.0002894513,0.001217911,0.001068135,0.000179668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008891797,"about_ca_system_score_gemma":0.01011603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9424437,"about_ca_topic_score_gemma":0.9590268,"domain_scores_codex":[0.9988519,0.0002215371,0.0001478741,0.000123854,0.0002471628,0.000407614],"domain_scores_gemma":[0.994014,0.000803848,0.002226613,0.0001630284,0.00134744,0.001445145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003413605,0.00002668462,0.995984,0.00005123156,0.00008837603,0.0003007843,0.000226495,0.0002613344,0.0001195675,0.00005317955,0.0008849369,0.001662106],"study_design_scores_gemma":[0.000004634915,0.00001670465,0.9995883,0.00001438293,0.00001298438,0.00004463014,0.0001305158,0.00005015763,0.000007551705,0.000004025602,0.0001238386,0.000002345487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887554,0.001555909,0.00003648718,0.001113748,0.00006812726,0.00001617021,0.006671197,0.000005324996,0.001777574],"genre_scores_gemma":[0.9968327,0.0005915809,0.00003479292,0.0001686966,0.00001914274,0.00001430322,0.001444711,0.000003263187,0.0008908648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05755627,"threshold_uncertainty_score":0.1157904,"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."}}