{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04056863,0.001994429,0.008672341,0.01019398,0.0007236708,0.00475434,0.002368146,0.002120395,0.003564127],"category_scores_gemma":[0.1467656,0.001517416,0.01486708,0.009571628,0.0008089464,0.003383539,0.002190218,0.001814313,0.0002675086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146332,"about_ca_system_score_gemma":0.01084282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006646472,"about_ca_topic_score_gemma":0.02230902,"domain_scores_codex":[0.9632756,0.01898522,0.01145916,0.001923773,0.00374236,0.0006139791],"domain_scores_gemma":[0.9121923,0.07019262,0.009636874,0.002944445,0.004632739,0.0004010311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0003634996,0.00002577634,0.00755755,0.7466704,0.1840806,0.0001392898,0.0003852673,0.0006736452,0.0003047886,0.0009468322,0.002726322,0.0561261],"study_design_scores_gemma":[0.0003212453,0.0002414731,0.01254491,0.5143111,0.4510227,0.0002513143,0.0003835102,0.0005265474,0.000293036,0.002109416,0.01791681,0.00007792682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001963012,0.9923241,0.001722872,0.00170375,0.0004020698,0.0005874385,0.0008422005,0.00003029836,0.0004241713],"genre_scores_gemma":[0.1061733,0.8730339,0.01262922,0.002678169,0.0007555384,0.003248012,0.001141996,0.0000399168,0.0002998688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04056863,"threshold_uncertainty_score":0.21455,"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."}}