{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000435373,0.0001117718,0.0002138595,0.00005034416,0.0001035255,0.00001169889,0.00004177526,0.00007779232,0.0001775823],"category_scores_gemma":[0.002223291,0.00009792985,0.00002464784,0.0001102526,0.00007366493,0.00003910502,0.00008462847,0.000138015,0.00003528624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003842268,"about_ca_system_score_gemma":0.000110526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002156305,"about_ca_topic_score_gemma":0.000002318269,"domain_scores_codex":[0.9991978,0.00003747083,0.0001754501,0.0002715756,0.00008950787,0.0002281395],"domain_scores_gemma":[0.9977883,0.0008980087,0.00005534041,0.0001107827,0.00001879511,0.001128808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004189431,0.0002157335,0.8937746,0.01029803,0.00004840515,0.002095726,0.0009005322,0.000002910332,0.00008236644,0.005059062,0.0004679196,0.08663578],"study_design_scores_gemma":[0.004588991,0.001545779,0.713714,0.0006263875,0.0001365232,0.00006876001,0.00005754712,0.0003260392,0.0001077598,0.0009926936,0.277538,0.000297452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891233,0.09318077,0.00006187211,0.01499297,0.0008196014,0.0006492228,0.00007616571,0.00007689833,0.001019152],"genre_scores_gemma":[0.9777317,0.008306167,0.0001165126,0.0126462,0.000036667,0.00002050247,0.00001870451,0.00001280608,0.001110703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770701,"threshold_uncertainty_score":0.3993464,"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."}}