{"id":"W3217732617","doi":"10.1097/grf.0000000000000668","title":"Mental Health in Obstetric Patients and Providers During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Clinical Obstetrics & Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health","keywords":"Mental health; Anxiety; Pandemic; Childbirth; Mood; Depression (economics); Pregnancy; Coronavirus disease 2019 (COVID-19); Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009142839,0.00009022256,0.0002550003,0.0003327131,0.001574437,0.001053906,0.0002426112,0.000606981,0.001718249],"category_scores_gemma":[0.007586017,0.0001631078,0.0001951766,0.0006317379,0.0005825959,0.0007997451,0.001602478,0.001645557,0.0001193095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600742,"about_ca_system_score_gemma":0.002622143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384542,"about_ca_topic_score_gemma":0.02917792,"domain_scores_codex":[0.9988475,0.00052627,0.00008812829,0.00005082131,0.0001727329,0.0003145233],"domain_scores_gemma":[0.998417,0.0003097318,0.0005120605,0.00002109103,0.0001499835,0.0005901025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616552,0.0004318444,0.6350291,0.001437555,0.0001581167,0.008176636,0.06024344,0.0003191106,0.0006270841,0.004375017,0.05962746,0.229313],"study_design_scores_gemma":[0.00006182542,0.0006096383,0.7043556,0.005623361,0.0001187573,0.01193444,0.2058774,0.0003895781,0.0002073282,0.003240306,0.06747872,0.0001030886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884154,0.05540705,0.0003344327,0.1223271,0.001065305,0.0001298452,0.0005011508,0.00002559353,0.03179403],"genre_scores_gemma":[0.9434112,0.04331531,0.000415401,0.01078449,0.0005064466,0.00007368105,0.0001814654,0.000009779233,0.001302226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384542,"threshold_uncertainty_score":0.02752966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001942585238968,"score_gpt":0.3936332492155121,"score_spread":0.3236138233631224,"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."}}