{"id":"W3163970770","doi":"10.1097/01.aoa.0000744124.25473.ea","title":"Uptrend in Distress and Psychiatric Symptomatology in Pregnant Women During the Coronavirus Disease 2019 Pandemic","year":2021,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Psychosocial; Pandemic; Psychological distress; Psychiatry; Distress; Pregnancy; Mental health; Coronavirus disease 2019 (COVID-19); Disease; Clinical psychology; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120157,0.0001986389,0.000360801,0.0002012626,0.00009245014,0.00002414457,0.0001143221,0.00009296698,0.00005411794],"category_scores_gemma":[0.00007381553,0.0001472431,0.00004098841,0.0006013119,0.00007903684,0.00007435886,0.0000536945,0.0002806741,0.0000234082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722384,"about_ca_system_score_gemma":0.0001232645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021156,"about_ca_topic_score_gemma":0.00006162866,"domain_scores_codex":[0.9983475,0.0001451635,0.0004023773,0.0003794941,0.0002002003,0.0005252515],"domain_scores_gemma":[0.9990032,0.0002677273,0.00009671815,0.0003513321,0.00001836538,0.0002626497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742802,0.0002875454,0.9925829,0.001437209,0.000007771899,0.003338988,0.0004488125,0.000006285848,0.0000111364,0.000180621,0.000002318189,0.001422091],"study_design_scores_gemma":[0.001802506,0.00007397278,0.9932902,0.00165228,0.00001911453,0.001852142,0.0001721938,0.00002374189,0.00004813051,0.00006494104,0.0008494224,0.0001513387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677258,0.03049108,1.989508e-7,0.001045246,0.0001379401,0.0003709498,0.000009361118,0.00003517055,0.0001842949],"genre_scores_gemma":[0.9924621,0.005331405,0.00000786499,0.0002806693,0.00003553751,0.0001118632,0.00002209473,0.00002281348,0.001725648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02515967,"threshold_uncertainty_score":0.60044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516566348677072,"score_gpt":0.2795248096536745,"score_spread":0.2643591461669038,"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."}}