{"id":"W4413508932","doi":"10.1001/jamapediatrics.2025.2822","title":"Testing Bidirectional Associations Between Maternal and Child Depression During Emerging Adolescence","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Depression (economics); Early childhood; Demography; Cohort; Cohort study; Longitudinal study; Child development; Psychiatry; Pediatrics; Clinical psychology; Developmental psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741181,0.0001046229,0.0001651647,0.0001778859,0.0003613491,0.00003973479,0.00005186846,0.00009581573,0.0000105051],"category_scores_gemma":[0.0002900282,0.0001007488,0.00002946154,0.0003000895,0.00001490039,0.0001077658,0.0000869561,0.0003042696,0.000007866604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008614719,"about_ca_system_score_gemma":0.00005108445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008484288,"about_ca_topic_score_gemma":0.000001991376,"domain_scores_codex":[0.9990491,0.00003061822,0.0002716601,0.0002097129,0.0002106038,0.0002283575],"domain_scores_gemma":[0.9994626,0.000146133,0.0001128363,0.0001008009,0.00006639931,0.0001112169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003408272,0.00002042506,0.994966,0.001539775,0.000008890647,0.00001191934,0.0000367837,0.000003373455,0.00005760109,0.00002012078,0.00003855754,0.003262491],"study_design_scores_gemma":[0.0006711793,0.00001983055,0.9943789,0.002230807,0.00007175472,0.00003107478,0.000006835536,0.00004560997,0.002318933,0.00006346148,0.0000849663,0.00007671006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946703,0.001285318,0.00006261573,0.000797593,0.0003600417,0.0001761353,0.00003524924,0.00009809554,0.002514644],"genre_scores_gemma":[0.9974145,0.0002504521,0.000728556,0.0002062879,0.0007923501,0.000009838128,0.0000127199,0.00001044265,0.0005748296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185781,"threshold_uncertainty_score":0.4108418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158974079954261,"score_gpt":0.2920792035679736,"score_spread":0.2761817955725475,"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."}}