{"id":"W4411329712","doi":"10.1001/jamapediatrics.2025.0880","title":"Paternal Perinatal Depression, Anxiety, and Stress and Child Development","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Medicine; Anxiety; Offspring; PsycINFO; CINAHL; Mental health; Antenatal depression; Meta-analysis; Cohort study; Distress; Clinical psychology; MEDLINE; Psychiatry; Pregnancy; Psychological intervention; Internal medicine; Depressive symptoms","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":[0.0001003223,0.0001143365,0.0001447119,0.00009285736,0.000159305,0.00003886917,0.00004577726,0.00009059791,0.00002028458],"category_scores_gemma":[0.0000323014,0.00009501605,0.00001522146,0.00008229529,0.00002688416,0.00006963524,0.0001499504,0.0002025636,0.000004384262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002855848,"about_ca_system_score_gemma":0.00006260732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002643897,"about_ca_topic_score_gemma":0.00000519206,"domain_scores_codex":[0.9992245,0.00001646453,0.0002000633,0.0002127637,0.0001521915,0.0001940242],"domain_scores_gemma":[0.9996285,0.00003263552,0.00004518184,0.0001065017,0.00003246624,0.0001547477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001562015,0.00004723168,0.9761869,0.00635609,0.000008412099,0.00003083802,0.0002243288,2.268673e-7,0.000002476604,0.0000754609,0.00008072967,0.01683112],"study_design_scores_gemma":[0.001195528,0.00004760674,0.9873494,0.002154259,0.00003312387,0.0001220651,0.0000331929,0.00001852955,0.002021245,0.00003623731,0.006894473,0.00009432349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883192,0.008064053,0.00004337504,0.0007592962,0.0002765007,0.000206064,0.00002338362,0.0000353745,0.002272775],"genre_scores_gemma":[0.9936482,0.003659306,0.0006788537,0.0006674089,0.0001885738,0.00001723002,0.0000150922,0.000008497031,0.001116813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167368,"threshold_uncertainty_score":0.3874642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007294920925841581,"score_gpt":0.2612892459710711,"score_spread":0.2539943250452295,"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."}}