{"id":"W2549801712","doi":"10.1016/j.jad.2016.11.031","title":"Antenatal depressive symptoms among pregnant women: Evidence from a Southern Brazilian population-based cohort study","year":2016,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Public Health Ontario; SickKids Foundation","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wellcome Trust","keywords":"Edinburgh Postnatal Depression Scale; Medicine; Depression (economics); Pregnancy; Antenatal depression; Population; Confounding; Cohort study; Demography; Public health; Cohort; Psychiatry; Obstetrics; Pediatrics; Depressive symptoms; Environmental health; Anxiety","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":[0.000403894,0.0002176118,0.0004803651,0.0001672239,0.0001079095,0.00002153515,0.0001613632,0.00007401902,0.0001881397],"category_scores_gemma":[0.0004426604,0.0001297614,0.0001471226,0.0001295478,0.00007873947,0.000320084,0.00003242415,0.0002319927,0.00001645798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629678,"about_ca_system_score_gemma":0.0001333499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778635,"about_ca_topic_score_gemma":0.0006145305,"domain_scores_codex":[0.9980623,0.0002597774,0.0004994231,0.0002747985,0.0005678566,0.0003358835],"domain_scores_gemma":[0.9981106,0.0006007474,0.000574194,0.0002516998,0.0001721627,0.0002905852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001578945,0.000566202,0.9894668,0.000160304,0.000288547,0.0001810343,0.001765524,0.00001724941,0.0002193401,7.763766e-7,0.000006729722,0.005748513],"study_design_scores_gemma":[0.003831129,0.002610768,0.9785385,0.01314365,0.0001413766,0.00002717025,0.0007526532,0.00003631158,0.0006464281,0.000116253,0.000002474769,0.0001532991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968051,0.0008459025,0.0004343586,0.0002547131,0.0003984948,0.001164955,0.00004141282,0.00002371848,0.00003132316],"genre_scores_gemma":[0.9994434,0.00008829166,0.00002468416,0.0001042498,0.0001184545,0.00006848026,0.000003216705,0.0000297495,0.0001195506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298335,"threshold_uncertainty_score":0.5291517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007524198215707888,"score_gpt":0.2758749058134731,"score_spread":0.2683507075977652,"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."}}