{"id":"W3216916858","doi":"10.1016/j.jadr.2021.100287","title":"Mediating Mechanisms for Maternal Mental Health from Pre- to during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Alberta Children's Hospital Foundation; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Anxiety; Pandemic; Mental health; Coping (psychology); Coronavirus disease 2019 (COVID-19); Depression (economics); Clinical psychology; Depressive symptoms; Medicine; Psychiatry; Psychology; Young adult; Gerontology; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.001493262,0.000760601,0.0004698668,0.0005362051,0.001058855,0.001619922,0.0007516673,0.0006721148,0.004213559],"category_scores_gemma":[0.007083528,0.000762719,0.001209401,0.0005632344,0.0008376194,0.0005519284,0.002270714,0.001262956,0.0001762749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204216,"about_ca_system_score_gemma":0.003741272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1497565,"about_ca_topic_score_gemma":0.162258,"domain_scores_codex":[0.9987196,0.0005118705,0.00004007846,0.0002028692,0.00009849718,0.0004271376],"domain_scores_gemma":[0.9978363,0.000733587,0.000604249,0.0001702907,0.0001855618,0.0004700124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852873,0.0001229613,0.9835749,0.0000748028,0.0003263655,0.0002498306,0.003366479,0.0001531682,0.0003766028,0.0005216266,0.000573133,0.01047481],"study_design_scores_gemma":[0.000008720787,0.00007180687,0.9957788,0.0001381932,0.000187887,0.00007316856,0.002730265,0.0001829263,0.00008859629,0.0002851257,0.0004438947,0.00001069158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908407,0.002489027,0.0003838167,0.002557853,0.00006304776,0.00005414579,0.0007075895,0.00001952573,0.002884258],"genre_scores_gemma":[0.9977285,0.001039176,0.0002806826,0.0001645743,0.00001610842,0.00003665247,0.0002055981,0.000003705755,0.0005249665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497565,"threshold_uncertainty_score":0.2977696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854349472148942,"score_gpt":0.3419082900191868,"score_spread":0.3233647952976973,"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."}}