{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083883,0.0002538775,0.0007553933,0.00007320713,0.0002936504,0.00003524996,0.0001356525,0.00008684403,0.00007778437],"category_scores_gemma":[0.00004245744,0.0002441389,0.00004381351,0.0002587179,0.0001201837,0.00009141995,0.00009896552,0.0002933562,0.00001925135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299113,"about_ca_system_score_gemma":0.001019785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216779,"about_ca_topic_score_gemma":0.00005456465,"domain_scores_codex":[0.9972604,0.0001895291,0.0006538014,0.0005113211,0.0004026396,0.0009823438],"domain_scores_gemma":[0.9967332,0.00001123969,0.0002896854,0.0001904208,0.00001356673,0.002761872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003523447,0.0001628536,0.9323027,0.01425029,0.00004012328,0.0001469981,0.006590969,0.000007116128,0.000001347447,0.0002836138,0.03589289,0.006797649],"study_design_scores_gemma":[0.01236202,0.0047194,0.7629417,0.004415554,0.00001156769,0.0005813949,0.00697347,0.001009642,0.00004594757,0.000947024,0.2053626,0.0006296654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732502,0.008734009,0.000769319,0.2125592,0.001623178,0.00161736,0.0009495419,0.0001653493,0.0003318665],"genre_scores_gemma":[0.8201818,0.002678439,0.002813249,0.1737889,0.0001791133,0.00005206715,0.00004579218,0.00002339321,0.0002372414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1694697,"threshold_uncertainty_score":0.9955695,"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."}}