{"id":"W3153041945","doi":"10.3390/ijerph18084298","title":"Women’s Depressive Symptoms during the COVID-19 Pandemic: The Role of Pregnancy","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation","keywords":"Pregnancy; Medicine; Pandemic; Anxiety; Depression (economics); Offspring; Social support; Mental health; Obstetrics; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Psychology; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007583491,0.0001170319,0.0002540878,0.000239227,0.0005000576,0.000687702,0.0002443099,0.0004328008,0.0009508617],"category_scores_gemma":[0.003601274,0.0001894241,0.0002816552,0.0004325669,0.0002312155,0.0003800524,0.0004797973,0.0006013073,0.0001029927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417173,"about_ca_system_score_gemma":0.0005014146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113964,"about_ca_topic_score_gemma":0.01954526,"domain_scores_codex":[0.9994175,0.0002775209,0.00004603503,0.00007173683,0.00006629184,0.0001210127],"domain_scores_gemma":[0.9991285,0.0002014981,0.0003894166,0.00003355148,0.00007379796,0.0001730983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001834749,0.00005340889,0.9768823,0.00008844437,0.0001051214,0.0003015196,0.001656064,0.00004730597,0.0002525885,0.0001630674,0.0007806026,0.01948606],"study_design_scores_gemma":[0.000003576513,0.00005922126,0.9977016,0.00009357729,0.00003323063,0.0001873509,0.001199779,0.00007752882,0.00002732333,0.00007479361,0.0005369292,0.000005188013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987299,0.006812249,0.0001354507,0.002689496,0.00008374894,0.00002617526,0.0003868983,0.000003597073,0.002563287],"genre_scores_gemma":[0.9972979,0.002145133,0.00006896586,0.0001917259,0.00002586575,0.00001244651,0.00008063365,0.000001026261,0.0001763592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113964,"threshold_uncertainty_score":0.02266014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06585636066155107,"score_gpt":0.3859206106219144,"score_spread":0.3200642499603633,"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."}}