{"id":"W3102583179","doi":"10.1097/01.aoa.0000719552.11111.63","title":"Coronavirus Disease 2019 (COVID-19) and Pregnancy: Combating Isolation to Improve Outcomes","year":2020,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Pandemic; 2019-20 coronavirus outbreak; Pregnancy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Social distance; Coronavirus; Social isolation; Intensive care medicine; Environmental health; Virology; Outbreak; Infectious disease (medical specialty); Psychiatry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000132636,0.0002881816,0.0004284509,0.0002122315,0.0001627069,0.00007046669,0.0001164678,0.00009004501,0.00005699406],"category_scores_gemma":[0.007143141,0.0002566157,0.0001003883,0.0007925183,0.0000592732,0.000229657,0.00006240259,0.0001908674,0.0001426537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278113,"about_ca_system_score_gemma":0.0003717513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418228,"about_ca_topic_score_gemma":0.000001786086,"domain_scores_codex":[0.9980602,0.00006508322,0.0003769321,0.0007212657,0.0004247745,0.0003517168],"domain_scores_gemma":[0.9972034,0.0004932297,0.0001708571,0.0005102921,0.0000937615,0.001528449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002352398,0.0001439691,0.9658172,0.0004408179,0.0000343283,0.0003605367,0.0009983835,0.0001096318,0.002035997,0.0002344388,0.0002355284,0.02935399],"study_design_scores_gemma":[0.001906785,0.0005966156,0.9640381,0.000111884,0.0001907963,0.00006089589,0.0001476387,0.0007207736,0.0001816439,0.00004712079,0.03163574,0.0003619886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855762,0.003388787,0.001231986,0.1067053,0.0001873474,0.002210618,0.00002089878,0.0004848199,0.0001940139],"genre_scores_gemma":[0.9790264,0.00008220498,0.000464052,0.0190977,0.0001357736,0.00004780939,0.00004339068,0.00005502726,0.001047687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09345011,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07695402487594954,"score_gpt":0.3537348718961666,"score_spread":0.2767808470202171,"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."}}