{"id":"W4253586694","doi":"10.31234/osf.io/fc38j","title":"Prenatal care disruptions and associations with maternal mental health during the COVID-19 pandemic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":9,"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":[0.0005232582,0.0001687098,0.0002199609,0.000727211,0.001254666,0.000978324,0.0006806558,0.0004059378,0.001720403],"category_scores_gemma":[0.003842256,0.0002316515,0.000355232,0.001542019,0.000553532,0.0002458465,0.001021355,0.0007872206,0.00008179997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006393711,"about_ca_system_score_gemma":0.007845835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9035705,"about_ca_topic_score_gemma":0.9289636,"domain_scores_codex":[0.9992301,0.0001316746,0.00005255488,0.00009563031,0.0001709599,0.0003191333],"domain_scores_gemma":[0.9983379,0.0002228495,0.0006838368,0.00006136547,0.0002598022,0.000434305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006389967,0.00002338848,0.9956437,0.00001944187,0.00003096322,0.0000612873,0.000719384,0.00005402827,0.0000639429,0.00005502127,0.0002959369,0.002969077],"study_design_scores_gemma":[0.000001172488,0.000009721938,0.9987103,0.00002399058,0.000006767577,0.0000263067,0.0009388122,0.00006121708,0.00001349987,0.000008066674,0.0001976375,0.000002668298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957823,0.0007913435,0.00005067854,0.0004534465,0.00001424469,0.00002660243,0.001237901,0.000004441916,0.001639077],"genre_scores_gemma":[0.9985332,0.0005049935,0.00008367527,0.00007554256,0.000007320079,0.00001159755,0.0004736742,0.000002027241,0.0003079232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9035705,"threshold_uncertainty_score":0.1939947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422464011709014,"score_gpt":0.3492519581219315,"score_spread":0.3150273180048414,"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."}}