{"id":"W4205311713","doi":"10.22541/au.164164894.45518412/v1","title":"Pregnancy, delivery and neonatal outcomes among women living with Down syndrome. A matched cohort study, taken from a population database.","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre; Western University; McGill University","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Gestational diabetes; Retrospective cohort study; Gestational age; Population; Cohort; Gestation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008830572,0.0003282139,0.0003907415,0.001326641,0.0005755383,0.0005224409,0.0003700728,0.0003972188,0.0009610824],"category_scores_gemma":[0.002511084,0.0005805057,0.0006569452,0.001825353,0.0001608615,0.0006221205,0.0005382387,0.0004799649,0.0002274806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945415,"about_ca_system_score_gemma":0.0006185854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777135,"about_ca_topic_score_gemma":0.01843719,"domain_scores_codex":[0.9993862,0.0001230568,0.0001146217,0.0001783679,0.0001147626,0.00008306951],"domain_scores_gemma":[0.9989892,0.0001212557,0.0005084691,0.0001257581,0.0001158899,0.0001394652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009623611,0.00003649347,0.999044,0.0000136836,0.00007221175,0.0000755095,0.00004264079,0.00001510811,0.00006830686,0.000007842919,0.00009943482,0.0004284863],"study_design_scores_gemma":[0.00002088008,0.0001205946,0.9990282,0.00001014192,0.00007524766,0.0002742196,0.0001538536,0.0001021647,0.00002614504,0.000007466931,0.0001777783,0.000003288943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966974,0.0002295332,0.0001022907,0.00002092701,0.000007119287,0.00004163269,0.002672113,0.000003245598,0.0002256359],"genre_scores_gemma":[0.9961462,0.0002382985,0.0002207494,0.00004785234,0.00001133382,0.00007071504,0.003079399,0.000002152248,0.0001833126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777135,"threshold_uncertainty_score":0.03533584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493250267412375,"score_gpt":0.2521455649746316,"score_spread":0.2372130623005078,"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."}}