{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004530601,0.0003791615,0.0005855581,0.0007172361,0.001479783,0.0023758,0.001162667,0.007369937,0.01402052],"category_scores_gemma":[0.02149779,0.0002237741,0.0009674462,0.0006124043,0.001701749,0.001883558,0.001681744,0.008943262,0.003323567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896274,"about_ca_system_score_gemma":0.009102199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563433,"about_ca_topic_score_gemma":0.06140726,"domain_scores_codex":[0.9971079,0.001527071,0.0002748525,0.0001654808,0.0006108241,0.0003138728],"domain_scores_gemma":[0.9903725,0.005492601,0.0008313744,0.0001493975,0.002116163,0.001037964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005042219,0.00002657357,0.0005808623,0.0007997069,0.000021059,0.0001186604,0.0002744765,0.00007390492,0.00007678728,0.00686419,0.933553,0.05756043],"study_design_scores_gemma":[0.00004092771,0.00005285822,0.002813551,0.006071473,0.00003560543,0.0001346148,0.0005160552,0.00008826451,0.00006731351,0.003166432,0.986986,0.00002686752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005257166,0.0724659,0.0001799148,0.8613781,0.05361486,0.00002572493,0.0002266945,0.00002813509,0.01155496],"genre_scores_gemma":[0.01174485,0.1979281,0.001162297,0.6449813,0.1292069,0.0001311711,0.000317184,0.00004870017,0.01447964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02563433,"threshold_uncertainty_score":0.0509702,"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."}}