{"id":"W3033492682","doi":"10.3389/fgwh.2020.00001","title":"Moms Are Not OK: COVID-19 and Maternal Mental Health","year":2020,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute","funders":"Women and Children's Health Research Institute; Heart and Stroke Foundation of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Psychiatry; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004212379,0.0001174609,0.0001222386,0.0003151805,0.0004274001,0.0006010847,0.0002175729,0.0003072728,0.00400834],"category_scores_gemma":[0.001988314,0.0001367863,0.0001637638,0.0004305249,0.0002839778,0.0003384736,0.000652379,0.0006071334,0.0002017003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396665,"about_ca_system_score_gemma":0.0004034888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320675,"about_ca_topic_score_gemma":0.02198795,"domain_scores_codex":[0.9997788,0.00008621064,0.00001303956,0.00002662442,0.00003637728,0.00005904215],"domain_scores_gemma":[0.9993291,0.0001064522,0.0003323382,0.00001582402,0.00003494694,0.0001814377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005689019,0.00003599954,0.98772,0.0000331809,0.00002271307,0.0001231077,0.0004189284,0.00001035697,0.00007777657,0.00007291746,0.001335651,0.01009236],"study_design_scores_gemma":[0.000002487169,0.00003429661,0.9975199,0.00005314775,0.00001242732,0.0001857218,0.001337711,0.00003351127,0.00001630448,0.00004538539,0.0007566425,0.000002411557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874855,0.002789238,0.0000680767,0.005029703,0.00009581227,0.00002003263,0.0006245496,0.000006419958,0.003880634],"genre_scores_gemma":[0.9974854,0.001365504,0.00008616156,0.000333602,0.00006802647,0.00001031967,0.0001880128,0.00000137714,0.0004616631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320675,"threshold_uncertainty_score":0.02625978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438220202803201,"score_gpt":0.3220761032205718,"score_spread":0.2976939011925399,"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."}}