{"id":"W3177198120","doi":"10.3390/ijerph18137112","title":"The Psychological Impact of COVID-19 Pandemic on Women’s Mental Health during Pregnancy: A Rapid Evidence Review","year":2021,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Pregnancy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychiatry; Psychology; Virology; Biology; Disease; Internal medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006999819,0.0003434219,0.00171376,0.0004351594,0.0004102332,0.0000802826,0.0006969353,0.0001435845,0.0008577367],"category_scores_gemma":[0.001289407,0.0001994286,0.0005443701,0.000237592,0.0004317205,0.0001762971,0.0003007406,0.001739724,0.00001350665],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007564025,"about_ca_system_score_gemma":0.00416495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000557565,"about_ca_topic_score_gemma":0.000004857275,"domain_scores_codex":[0.9916262,0.002687074,0.002026346,0.0004344002,0.002266279,0.0009596825],"domain_scores_gemma":[0.994432,0.001252471,0.001633979,0.0004000153,0.0001160724,0.002165449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004082481,0.001098339,0.001082276,0.05308796,0.0004949777,0.0002277663,0.0004145349,6.35911e-8,8.987456e-7,0.00004007758,0.000931907,0.9422129],"study_design_scores_gemma":[0.001200328,0.008430977,0.004627991,0.4454324,0.00002065655,0.01024217,0.0002064338,4.830925e-7,3.52687e-7,0.00003567514,0.529637,0.0001654999],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007341343,0.9786153,0.000001644238,0.01194439,0.0003680279,0.001400024,0.000289669,0.000006846978,0.00003277223],"genre_scores_gemma":[0.0113596,0.9867839,0.00002203816,0.001156616,0.0002356314,0.00009408667,0.00006621705,0.00003101389,0.0002508641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9420475,"threshold_uncertainty_score":0.9962457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3016850604322609,"score_gpt":0.5491445227421248,"score_spread":0.2474594623098639,"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."}}