{"id":"W4396655480","doi":"10.1016/j.ssmmh.2024.100318","title":"Father involvement is a protective factor for maternal mental health in Western Kenya","year":2024,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Education; Conrad N. Hilton Foundation; National Institute of Child Health and Human Development; Institute of Education Sciences; York University","keywords":"Mental health; Depression (economics); Protective factor; Depressive symptoms; Medicine; Association (psychology); Early childhood; Multilevel model; Psychology; Demography; Clinical psychology; Psychiatry; Developmental psychology; Cognition","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005043263,0.0003416135,0.0005708591,0.0002384756,0.0002481839,0.00005425444,0.0001244212,0.00009328299,0.0003052175],"category_scores_gemma":[0.000003048646,0.0002937357,0.0001428861,0.000171858,0.00005160399,0.0001666145,0.00008148796,0.0003853377,0.0001135002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016818,"about_ca_system_score_gemma":0.0006085911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008553144,"about_ca_topic_score_gemma":0.000360752,"domain_scores_codex":[0.9970809,0.0001149667,0.000798534,0.0006228501,0.0004171341,0.0009656743],"domain_scores_gemma":[0.9990163,0.00002768552,0.0001633887,0.0002471264,0.00002062369,0.0005248329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0111989,0.004197777,0.08334485,0.1653625,0.0006784407,0.0001891293,0.4489274,0.00000168536,0.001273373,0.001845838,0.02179577,0.2611844],"study_design_scores_gemma":[0.03746711,0.04675828,0.3022847,0.2226671,0.00008820682,0.001593857,0.01864428,0.002818833,0.04013446,0.003968881,0.3201999,0.003374384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304327,0.01200886,0.000214234,0.0377772,0.003020307,0.01190531,0.004157797,0.0002730409,0.0002105814],"genre_scores_gemma":[0.9738134,0.001363463,0.0007655096,0.01726829,0.0003494244,0.0007422057,0.0003437135,0.0001139408,0.005240074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302831,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845600366212266,"score_gpt":0.366336188783134,"score_spread":0.3278801851210113,"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."}}