{"id":"W4405688052","doi":"10.1186/s12905-024-03499-w","title":"Associations between mental health conditions in pregnancy and maternal socioeconomic status: a population-based retrospective cohort study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; Centre for Addiction and Mental Health; Children's Hospital of Eastern Ontario; Global Affairs Canada; Queen's University; University of Ottawa","funders":"","keywords":"Medicine; Socioeconomic status; Pregnancy; Mental health; Demography; Population; Anxiety; Residence; Poisson regression; Cohort study; Retrospective cohort study; Neighbourhood (mathematics); Environmental health; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008830042,0.0003993863,0.0005797741,0.001263193,0.003438854,0.001107024,0.001414564,0.0004714565,0.001572786],"category_scores_gemma":[0.001759812,0.0006513967,0.000773309,0.004712508,0.0007259325,0.0003879688,0.0009727543,0.0006189867,0.0002257331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02397043,"about_ca_system_score_gemma":0.03608147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943686,"about_ca_topic_score_gemma":0.9966113,"domain_scores_codex":[0.9988781,0.00007381493,0.00009468936,0.0002532067,0.0003710485,0.0003291806],"domain_scores_gemma":[0.9980597,0.00009186877,0.0004584379,0.0001305591,0.0008385725,0.0004209151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000423337,0.00001998105,0.996839,0.00003778511,0.00006960039,0.0001148685,0.0005597073,0.00004253734,0.0001427722,0.00005471668,0.001022408,0.001054236],"study_design_scores_gemma":[0.00001148547,0.00001710057,0.998197,0.00004022862,0.00004435491,0.00006795138,0.0006487278,0.0001479514,0.00002642966,0.00001580463,0.0007740711,0.000008901812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805125,0.001434254,0.0003200622,0.0005192998,0.00002762296,0.0001692939,0.01461632,0.00002069821,0.002379913],"genre_scores_gemma":[0.9932265,0.001083034,0.0004005938,0.0002196228,0.00001028241,0.00009266631,0.003726158,0.000008477979,0.001232657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397043,"threshold_uncertainty_score":0.1739185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826030404520298,"score_gpt":0.313858061379486,"score_spread":0.295597757334283,"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."}}