{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0110133,0.0005617407,0.0005937184,0.0009932308,0.007221645,0.01047222,0.003145395,0.01247553,0.002705209],"category_scores_gemma":[0.0117499,0.0002753172,0.0009172776,0.0005876269,0.03823869,0.009623104,0.007281439,0.02015593,0.0003005441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009318976,"about_ca_system_score_gemma":0.02349895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067426,"about_ca_topic_score_gemma":0.02383588,"domain_scores_codex":[0.990362,0.006639138,0.0002979801,0.0004366784,0.001146668,0.001117509],"domain_scores_gemma":[0.9886985,0.007937005,0.0005571177,0.0006064653,0.0009756196,0.00122515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002880438,0.00003970431,0.0003097719,0.0004455393,0.00001981061,0.000636432,0.04093249,0.000271757,0.00025341,0.8458316,0.05898962,0.05224102],"study_design_scores_gemma":[0.00002021393,0.00007587708,0.0007214005,0.002374793,0.00003155405,0.0004396371,0.04261066,0.000245914,0.0002213193,0.3438398,0.6093664,0.00005245746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001984115,0.03920757,0.002323102,0.9282205,0.01074869,0.00001950248,0.000009838742,0.00002499558,0.01746163],"genre_scores_gemma":[0.4333183,0.1072127,0.009199787,0.4005901,0.03459726,0.0002519161,0.00003413661,0.00009908521,0.01469679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01247553,"threshold_uncertainty_score":0.06761426,"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."}}