{"id":"W4290722461","doi":"10.1007/s00127-022-02347-2","title":"Perinatal mental illness among women with disabilities: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Multiple Sclerosis Society of Canada; Hospital for Sick Children; The Scarborough Hospital; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canada Research Chairs","keywords":"Mental illness; Intellectual disability; Medicine; Psychiatry; Cohort; Pregnancy; Mental health; Cohort study; Population; Relative risk; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007234932,0.0005712239,0.0006020651,0.001200374,0.001528814,0.001349551,0.0007473775,0.0009094247,0.001534708],"category_scores_gemma":[0.001872245,0.001021859,0.001030309,0.002520023,0.0003663804,0.001164231,0.001129934,0.001329885,0.0004313347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008369492,"about_ca_system_score_gemma":0.0009729986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07465868,"about_ca_topic_score_gemma":0.07054348,"domain_scores_codex":[0.9994037,0.0001249863,0.000059258,0.0001736253,0.00007834301,0.0001600737],"domain_scores_gemma":[0.9991611,0.00008530414,0.0002459869,0.0001333704,0.0001159694,0.0002582655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008912493,0.0001048822,0.9984957,0.000006341919,0.0001123094,0.0001795758,0.0002456763,0.00001124559,0.0001854201,0.00001583995,0.0001063579,0.0004474266],"study_design_scores_gemma":[0.00001434146,0.0001019301,0.9982874,0.000009340601,0.00007890815,0.0002632357,0.001043654,0.00004775157,0.00002440843,0.00001110937,0.0001120785,0.000005741169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998372,0.0001644527,0.00007089198,0.00005477653,0.000008440661,0.00002843401,0.000990294,0.000002941183,0.0003078174],"genre_scores_gemma":[0.9983906,0.0003182132,0.00009754877,0.00006414565,0.0000098329,0.00004282597,0.0006904001,0.000003159104,0.0003833004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465868,"threshold_uncertainty_score":0.1484483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936130311169868,"score_gpt":0.3271653108154585,"score_spread":0.3078040077037598,"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."}}