{"id":"W4387472372","doi":"10.1017/s0954579423001244","title":"Positive maternal mental health during pregnancy and psychiatric problems in children from early childhood to late childhood","year":2023,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"HORIZON EUROPE Framework Programme; Novo Nordisk Fonden; Emil Aaltosen Säätiö; Orionin Tutkimussäätiö; Signe ja Ane Gyllenbergin Säätiö; Päivikki ja Sakari Sohlbergin Säätiö; Novo Nordisk; Jane ja Aatos Erkon Säätiö; European Commission; Suomen Lääketieteen Säätiö; Helsingin Yliopisto","keywords":"Mental health; Pregnancy; Psychiatry; Psychology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001526425,0.0002553805,0.0003899989,0.000402008,0.0002228023,0.00002619043,0.00008062046,0.0001026027,0.000022147],"category_scores_gemma":[0.000004031727,0.0002389109,0.00002684312,0.0003008042,0.00003185821,0.00007529231,0.0001082621,0.0002461806,0.00008935107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529088,"about_ca_system_score_gemma":0.00006760417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761133,"about_ca_topic_score_gemma":0.00004888649,"domain_scores_codex":[0.9981091,0.00007606058,0.0004949409,0.0005704624,0.0001716217,0.0005777902],"domain_scores_gemma":[0.9993934,0.0000141796,0.0001079471,0.0001495953,0.00001152952,0.0003233442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513673,0.0001575299,0.9655307,0.0002491612,0.00003785928,0.00005450819,0.01854106,5.138915e-7,0.00006944973,0.00001320419,0.00001787642,0.01517679],"study_design_scores_gemma":[0.003075871,0.0003791195,0.9911629,0.004175994,0.000008268169,0.000433553,0.00004272582,9.909894e-7,0.0002906066,0.0001615481,0.00004909724,0.000219354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929692,0.002598728,0.000003624481,0.002304601,0.0004082498,0.001394935,0.00007312387,0.0001010779,0.0001464352],"genre_scores_gemma":[0.9954309,0.001931704,0.001093888,0.0007450781,0.00008248928,0.0001171348,0.0001504146,0.00003430821,0.0004140931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02563219,"threshold_uncertainty_score":0.9742503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008437699865324333,"score_gpt":0.2582589367417387,"score_spread":0.2498212368764143,"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."}}