{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009148168,0.0001680541,0.0004418065,0.00008712666,0.0003235517,0.00003031778,0.00007790466,0.00005910859,0.00007788739],"category_scores_gemma":[0.0006292115,0.0001185991,0.0001995505,0.0001235599,0.00002550917,0.00009600826,0.00006257046,0.0002781925,0.00000133053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532005,"about_ca_system_score_gemma":0.0006281293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004182245,"about_ca_topic_score_gemma":0.0003467086,"domain_scores_codex":[0.9980149,0.0001616164,0.0007739884,0.0002499775,0.0004664001,0.0003331668],"domain_scores_gemma":[0.9980431,0.0002385272,0.0008717678,0.0002062275,0.0001277207,0.0005126687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00401225,0.0005137448,0.9502705,0.004099161,0.0006118367,0.001582155,0.01141868,0.0002561321,0.01920746,0.00007993502,0.001024915,0.006923284],"study_design_scores_gemma":[0.005911327,0.002772941,0.8992398,0.004491071,0.0001788369,0.02420368,0.002630765,0.00004963515,0.04460081,0.009405065,0.006113725,0.0004023022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808865,0.001676581,0.005854432,0.00887618,0.001579008,0.001012285,0.00004610623,0.00002264854,0.00004627726],"genre_scores_gemma":[0.9932644,0.000383186,0.001626727,0.004087609,0.0002787543,0.00004721278,0.00001879704,0.00002879178,0.0002644932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05103061,"threshold_uncertainty_score":0.4836332,"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."}}