{"id":"W2094397241","doi":"10.4088/jcp.v63n0717","title":"What Research Suggests for Depressed Women With Children","year":2002,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Offspring; Depression (economics); Etiology; Intervention (counseling); Psychiatry; Psychology; Mental health; Longitudinal study; Medicine; Pregnancy; Clinical psychology","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":[0.001402646,0.0006745351,0.00177297,0.002735144,0.0005423933,0.002420246,0.001087932,0.001705213,0.007656149],"category_scores_gemma":[0.005905042,0.000383069,0.0008478606,0.002800366,0.0008738667,0.001945626,0.0007612656,0.00151119,0.002511085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061716,"about_ca_system_score_gemma":0.002889882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004254344,"about_ca_topic_score_gemma":0.01046701,"domain_scores_codex":[0.9993128,0.0002259694,0.0001228011,0.0001021521,0.0001944405,0.0000418547],"domain_scores_gemma":[0.9981779,0.0008810085,0.0003836704,0.00006799467,0.0003380391,0.0001514649],"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":[0.00007054147,0.00005489512,0.001101476,0.05045101,0.0002144937,0.0003414657,0.0003683717,0.00004936805,0.0002401031,0.002368321,0.0836644,0.8610755],"study_design_scores_gemma":[0.00007722012,0.00009394825,0.005819197,0.1261906,0.0005961671,0.003592225,0.001277312,0.00002505596,0.0001299856,0.003394559,0.8587756,0.00002809565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001118913,0.9939297,0.00003474437,0.003946658,0.0005765981,0.000007463364,0.00002487349,0.000004574461,0.001363468],"genre_scores_gemma":[0.0005602326,0.9977221,0.0001302822,0.001061857,0.0002003585,0.000007994759,0.00001601569,0.000001124411,0.0003001142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007656149,"threshold_uncertainty_score":0.02561241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365097406845718,"score_gpt":0.5317925229296275,"score_spread":0.2952827822450557,"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."}}