{"id":"W4235120479","doi":"10.14740/jcgo752","title":"The Psychological Effects of the Coronavirus Disease 2019 Pandemic on Pregnant and Postpartum Women","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Pandemic; Social support; Population; Arabic; Mental health; Psychiatry; Disease; Coronavirus disease 2019 (COVID-19); Environmental health; Infectious disease (medical specialty); Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001505722,0.00009952222,0.0004751397,0.00004761145,0.0001015983,0.00001140999,0.0001051949,0.0001840022,0.00001785547],"category_scores_gemma":[0.1105156,0.00004661672,0.0001672184,0.0002168267,0.0003964929,0.00003636758,0.00008616707,0.0007773939,0.00000184748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005504639,"about_ca_system_score_gemma":0.0002917447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.826573e-7,"about_ca_topic_score_gemma":0.000001018165,"domain_scores_codex":[0.9980444,0.0005410911,0.0007676391,0.0002014011,0.0002543404,0.0001911085],"domain_scores_gemma":[0.972205,0.02633916,0.0005882554,0.0003335201,0.0002331152,0.0003009925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693455,0.0008662548,0.8041789,0.00010409,0.0001320617,0.0002985155,0.00007779166,0.000003932582,0.0001904671,0.0001557314,0.0005484933,0.1917503],"study_design_scores_gemma":[0.002865092,0.002798805,0.9816525,0.0001297996,0.0001778457,0.0001976731,0.00004713115,0.00001357986,0.00007064918,0.001097715,0.01090082,0.00004840807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795907,0.009818483,0.00000651775,0.007263582,0.003075658,0.0002019595,0.000002255645,0.000004498192,0.00003631162],"genre_scores_gemma":[0.9779366,0.01848778,0.0000236738,0.002902885,0.0001831029,0.000002373338,3.624299e-7,0.000006385393,0.0004568031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917019,"threshold_uncertainty_score":0.8969769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07291867654438555,"score_gpt":0.4302669915816689,"score_spread":0.3573483150372833,"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."}}