{"id":"W3201867547","doi":"10.1377/hlthaff.2021.00805","title":"Reimagining Perinatal Mental Health: An Expansive Vision For Structural Change","year":2021,"lang":"en","type":"article","venue":"Health Affairs","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Mental health; Poverty; Oppression; Psychosocial; Racism; Precarity; Anxiety; Mental illness; Health equity; Psychology; Medicine; Nursing; Psychiatry; Sociology; Political science; Public health; Gender studies","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":[0.000266874,0.0002042945,0.0004577026,0.0000769316,0.000513135,0.0000263848,0.00007244634,0.00006799154,0.0001143925],"category_scores_gemma":[0.00002689027,0.0001743466,0.00008834183,0.0001128253,0.00004344297,0.0002592492,0.00005573989,0.0002767347,0.0000173998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482624,"about_ca_system_score_gemma":0.000633893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003010713,"about_ca_topic_score_gemma":0.0001480283,"domain_scores_codex":[0.9978855,0.0001228166,0.000479848,0.0004648152,0.0002942943,0.0007527556],"domain_scores_gemma":[0.9985629,0.00003833744,0.0001914093,0.0003162119,0.00009484034,0.0007962708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00836205,0.001274179,0.03654434,0.1138341,0.0001609044,0.000553568,0.1209192,0.000003371006,0.001036891,0.006074433,0.01617411,0.6950629],"study_design_scores_gemma":[0.03028577,0.04063458,0.3309742,0.06166036,0.00008163404,0.006600647,0.05826874,0.007427056,0.01284323,0.001202874,0.4476708,0.002350118],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6477365,0.04037771,0.000210564,0.2954213,0.007703197,0.006418176,0.0009201831,0.0004930336,0.000719362],"genre_scores_gemma":[0.9802887,0.0008891635,0.006167921,0.01045231,0.0006866737,0.0001866705,0.0007273435,0.00005024533,0.0005509536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6927128,"threshold_uncertainty_score":0.7109646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972268869711601,"score_gpt":0.3924417036447306,"score_spread":0.3427190149476146,"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."}}