{"id":"W3094856654","doi":"10.22038/ijp.2020.52315.4155","title":"A Systematic Review of the Prevalence of Mental Health Disorders in Pregnant Women during the COVID-19 Pandemic","year":2020,"lang":"en","type":"review","venue":"International journal of pediatrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Prevalence; Mental health; Pandemic; Checklist; Incidence (geometry); MEDLINE; Cochrane Library; Psychiatry; Meta-analysis; Epidemiology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0110276,0.001727823,0.008831776,0.01903041,0.0009509325,0.003137489,0.002173554,0.002133848,0.004632125],"category_scores_gemma":[0.05428483,0.00129837,0.007700437,0.01810965,0.001051746,0.002926046,0.001877129,0.001237197,0.0003302783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005178855,"about_ca_system_score_gemma":0.01871278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377252,"about_ca_topic_score_gemma":0.03558638,"domain_scores_codex":[0.986396,0.003874845,0.006148571,0.0009104483,0.002297676,0.0003725336],"domain_scores_gemma":[0.9581354,0.02909744,0.007849676,0.000597177,0.003899432,0.0004208444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007354306,0.000009031274,0.00105975,0.9779328,0.005831266,0.0001190628,0.0002811759,0.00005099638,0.00008144901,0.0001104901,0.0008855134,0.01356488],"study_design_scores_gemma":[0.00008813892,0.0001140845,0.004844004,0.9463921,0.03892613,0.0003421946,0.0004257665,0.00005081532,0.00007709522,0.0001456923,0.008569012,0.0000248824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002570938,0.993915,0.0002249068,0.0004666487,0.0001776083,0.000910891,0.001307026,0.00001252105,0.0004144898],"genre_scores_gemma":[0.02299363,0.9729494,0.001034192,0.0006252668,0.00009710868,0.001599596,0.0005558411,0.000007319513,0.0001377846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01903041,"threshold_uncertainty_score":0.05832022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339000065361305,"score_gpt":0.3762469454833633,"score_spread":0.3423469389472328,"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."}}