{"id":"W3157288246","doi":"10.3389/fgwh.2021.648428","title":"Prenatal Care Disruptions and Associations With Maternal Mental Health During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Anxiety; Prenatal care; Pregnancy; Medicine; Mental health; Pandemic; Childbirth; Depression (economics); Odds; Psychiatry; Logistic regression; Coronavirus disease 2019 (COVID-19); Environmental health; Population; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006580606,0.0001558323,0.0002370327,0.0006278804,0.001239243,0.0009377577,0.0006759524,0.0004248004,0.001191518],"category_scores_gemma":[0.004131884,0.0002409482,0.0003589022,0.001376541,0.0006147306,0.0003008629,0.001064639,0.0008461068,0.00005218156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005598268,"about_ca_system_score_gemma":0.006819984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8402229,"about_ca_topic_score_gemma":0.8929296,"domain_scores_codex":[0.9990735,0.0001733132,0.00005814963,0.000108422,0.0001838609,0.0004026918],"domain_scores_gemma":[0.9983333,0.0002464039,0.000710053,0.00006988377,0.0002140432,0.0004263767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005809224,0.00002443556,0.9946884,0.0000213503,0.00003943359,0.00007602916,0.001158979,0.00005943771,0.00007270211,0.00007438071,0.0002455167,0.003481142],"study_design_scores_gemma":[0.000001097244,0.00001131433,0.9983197,0.00002761114,0.000008389325,0.00002799961,0.001329223,0.00006079195,0.00001393479,0.00001132763,0.0001853733,0.000003132184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970351,0.0007418271,0.00005088249,0.0004971352,0.00001179596,0.00002059473,0.000595269,0.000003004772,0.001044333],"genre_scores_gemma":[0.9990304,0.0004664481,0.00005811131,0.00006814632,0.000006037018,0.00000800926,0.0002213114,0.000001192401,0.0001403707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402229,"threshold_uncertainty_score":0.3214361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451275383137427,"score_gpt":0.3193746714164465,"score_spread":0.3048619175850723,"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."}}