{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377857,0.000171342,0.000391852,0.00005312491,0.000790796,0.00004854765,0.00008398634,0.0000588714,0.00002975611],"category_scores_gemma":[0.00002854501,0.0001294974,0.00003248455,0.0002708439,0.0001085755,0.00008514096,0.00007437739,0.0002737793,0.000002449683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00614768,"about_ca_system_score_gemma":0.001761057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212844,"about_ca_topic_score_gemma":0.001305591,"domain_scores_codex":[0.9979771,0.0002332054,0.0004053121,0.0003389586,0.0003285972,0.0007167919],"domain_scores_gemma":[0.998778,0.00002017032,0.0001854523,0.000225627,0.00003198618,0.0007587834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003364493,0.00007075338,0.986209,0.003949083,0.00004146719,0.00005217164,0.007757604,0.0000112733,3.722579e-7,0.0001130884,0.0005877598,0.0008710116],"study_design_scores_gemma":[0.003091221,0.0003694342,0.9793323,0.001496334,0.000008419155,0.001173842,0.008171406,0.00002085736,0.000008304307,0.0001715225,0.006014017,0.0001423999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707622,0.01163555,0.000176685,0.01435703,0.0006099392,0.0008379327,0.001355908,0.00006924591,0.0001955278],"genre_scores_gemma":[0.9857283,0.002666221,0.001337797,0.009363343,0.00008230444,0.0001060779,0.0001815962,0.00001616781,0.0005182194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496609,"threshold_uncertainty_score":0.9976676,"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."}}