{"id":"W2787699333","doi":"10.1257/aer.20180511","title":"Maternal Depression, Women’s Empowerment, and Parental Investment: Evidence from a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"American Economic Review","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Grand Challenges Canada","keywords":"Empowerment; Psychological intervention; Mental health; Randomized controlled trial; Depression (economics); Leverage (statistics); Postpartum depression; Intervention (counseling); Psychiatry; Medicine; Psychology; Economics; Pregnancy; Economic growth; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005154696,0.0002360042,0.002601346,0.00002531976,0.00004806527,0.00002659094,0.000113533,0.00002511952,0.001044391],"category_scores_gemma":[0.000239843,0.0001643692,0.0002342026,0.00003443177,0.0002086587,0.0001138582,0.00007850993,0.0001330982,0.0001992058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430239,"about_ca_system_score_gemma":0.0001023672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004488788,"about_ca_topic_score_gemma":0.000003033199,"domain_scores_codex":[0.9978077,0.0003816043,0.001005274,0.0004112687,0.0001186362,0.000275513],"domain_scores_gemma":[0.9982051,0.0003805522,0.0006611056,0.0002244819,0.00001089213,0.0005178162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9757143,0.00004132533,0.01545172,0.003581673,0.0003203175,0.00002893864,0.0005916164,2.651756e-7,0.00001598649,0.00002335422,0.0004299546,0.003800563],"study_design_scores_gemma":[0.9629277,0.0008880317,0.004503449,0.0269654,0.0005025466,0.00004149304,0.00006522895,0.0001511897,0.0001035442,0.00006007736,0.003543422,0.0002479247],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876467,0.1031018,0.000004756031,0.003430776,0.000288088,0.004961019,0.00001809042,0.00004032571,0.0005083415],"genre_scores_gemma":[0.783783,0.191512,0.0001034834,0.02264332,0.0002181118,0.001591437,0.000009668445,0.00001796286,0.0001211035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038638,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292723693219286,"score_gpt":0.3120627286642793,"score_spread":0.2891354917320865,"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."}}