{"id":"W3093479909","doi":"10.3389/fgwh.2020.572158","title":"COVID-19 and Women's Health: A Low- and Middle-Income Country Perspective","year":2020,"lang":"en","type":"review","venue":"Frontiers in Global Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; York University","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Context (archaeology); Mental health; Developing country; Development economics; Global health; Disease; Outbreak; Economic growth; Affect (linguistics); Coronavirus disease 2019 (COVID-19); Socioeconomics; Demographic economics; Health care; Environmental health; Geography; Psychology; Medicine; Economics; Infectious disease (medical specialty); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001207952,0.0007553857,0.004224819,0.0002880928,0.0003807254,0.00006934592,0.0002212757,0.0003773227,0.0000503133],"category_scores_gemma":[0.0002309566,0.0006849199,0.0001155794,0.000764251,0.0003152051,0.0000973743,0.0002087627,0.0009944446,0.00001306572],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02672547,"about_ca_system_score_gemma":0.01002464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247421,"about_ca_topic_score_gemma":0.00004622879,"domain_scores_codex":[0.9945582,0.0006543225,0.001405209,0.001173464,0.0005092422,0.00169954],"domain_scores_gemma":[0.9938854,0.00009782238,0.0007826923,0.0004234764,0.00003695095,0.004773665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000930924,0.0002117885,0.002720953,0.8555011,0.0002523804,0.0004701753,0.01194385,1.49468e-7,8.181523e-10,0.001108225,0.001536303,0.1253242],"study_design_scores_gemma":[0.002034836,0.001669765,0.0003911256,0.1065771,0.0000459681,0.0007050495,0.003772143,0.000007039893,7.055425e-9,0.0009707547,0.8833852,0.0004409653],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003477005,0.9878902,0.00005184031,0.005060135,0.001352649,0.003464126,0.00136032,0.00011615,0.0003568712],"genre_scores_gemma":[0.0001467995,0.9792786,0.0008749313,0.01851899,0.0002551144,0.000506977,0.00008653499,0.00006410501,0.0002679983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8818489,"threshold_uncertainty_score":0.9995602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924631409028472,"score_gpt":0.3628910113173538,"score_spread":0.3336446972270691,"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."}}