{"id":"W3022883732","doi":"10.1097/aog.0000000000003946","title":"Coronavirus Disease 2019 (COVID-19) and Pregnancy","year":2020,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Pregnancy; Childbirth; Neglect; Pandemic; Social isolation; Coronavirus disease 2019 (COVID-19); Disease; Social support; Isolation (microbiology); Social distance; Nursing; Intensive care medicine; Medical emergency; Psychiatry; Infectious disease (medical specialty); Social psychology; Bioinformatics","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":[0.0009138606,0.0001367146,0.0001678634,0.0003355487,0.0008929257,0.001347543,0.0002285962,0.001112322,0.005812906],"category_scores_gemma":[0.005153019,0.00007935364,0.000280681,0.0004681897,0.0004479295,0.0006351725,0.001272463,0.001599512,0.0005410258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206344,"about_ca_system_score_gemma":0.002309482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241754,"about_ca_topic_score_gemma":0.01929371,"domain_scores_codex":[0.999238,0.000318395,0.00005444473,0.00005796562,0.0001409447,0.0001902712],"domain_scores_gemma":[0.9988017,0.0002876089,0.0003703976,0.0000305848,0.000136054,0.0003735427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006816282,0.0002853588,0.2009944,0.001178218,0.0001573167,0.002326179,0.003632747,0.0002528023,0.001113872,0.04393614,0.2072931,0.5381483],"study_design_scores_gemma":[0.0000662415,0.0006425436,0.3744394,0.007963863,0.000135607,0.005073916,0.007784661,0.0004762168,0.0005217231,0.02061781,0.5821975,0.00008051159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1336861,0.3179908,0.001038897,0.4164449,0.01050254,0.00006659226,0.001960141,0.0001030722,0.1182071],"genre_scores_gemma":[0.683396,0.2546923,0.001713689,0.036511,0.009269058,0.000102118,0.00141556,0.00003755451,0.01286277],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01241754,"threshold_uncertainty_score":0.02469051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08744859717868922,"score_gpt":0.3566929628200581,"score_spread":0.2692443656413689,"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."}}