{"id":"W4404979989","doi":"10.3389/fgwh.2024.1453157","title":"Depression and anxiety among pregnant women during COVID 19 pandemic in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Global Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Anxiety; Meta-analysis; Depression (economics); 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Clinical psychology; Medicine; Psychiatry; Virology; Internal medicine; Economics","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":[0.009702138,0.002330525,0.01452661,0.005523641,0.0007573121,0.003248786,0.001821809,0.002079241,0.003052549],"category_scores_gemma":[0.02711049,0.001385719,0.03163847,0.005145154,0.0005408265,0.001597902,0.001417887,0.001625613,0.0001787525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667926,"about_ca_system_score_gemma":0.005104674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423127,"about_ca_topic_score_gemma":0.02014545,"domain_scores_codex":[0.9933286,0.002663705,0.002302032,0.0006604741,0.0007715842,0.0002735635],"domain_scores_gemma":[0.9858335,0.01024757,0.002282136,0.0003260678,0.001143226,0.0001674715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001249085,0.00005462332,0.005402003,0.6589007,0.3165668,0.0001931062,0.0001711253,0.0003918223,0.0001825909,0.0001473268,0.0006637399,0.01607699],"study_design_scores_gemma":[0.000496016,0.0003155006,0.006895894,0.08163891,0.9075339,0.0002172234,0.0001310595,0.0001970524,0.0001176051,0.0001984646,0.002222524,0.00003580195],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004302628,0.9941968,0.0002714005,0.0001741156,0.00008686468,0.0003292837,0.0004375975,0.00001172942,0.0001896917],"genre_scores_gemma":[0.1167475,0.8782494,0.001805714,0.0007485257,0.0001910433,0.001361631,0.0006580669,0.00001268967,0.0002253345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01452661,"threshold_uncertainty_score":0.05131036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557764095999483,"score_gpt":0.375966070433823,"score_spread":0.3303884294738281,"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."}}