{"id":"W4200340011","doi":"10.2147/clep.s344567","title":"Perinatal Mental Illness and Risk of Incident Autoimmune Disease: A Population-Based Propensity-Score Matched Cohort Study","year":2021,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; The Scarborough Hospital; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Mental illness; Hazard ratio; Disease; Cohort; Population; Cohort study; Propensity score matching; Proportional hazards model; Autoimmune disease; Mental health; Psychiatry; Pediatrics; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007234953,0.0002674137,0.0003229638,0.000729415,0.0006637833,0.0006807596,0.0005319204,0.0004321285,0.001072138],"category_scores_gemma":[0.0019615,0.0003935972,0.0006695412,0.001725821,0.0003205702,0.0003162918,0.000416567,0.0005368817,0.0001297435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337646,"about_ca_system_score_gemma":0.001348064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1731864,"about_ca_topic_score_gemma":0.1438968,"domain_scores_codex":[0.9994606,0.0001037365,0.00004725315,0.0001556257,0.0001206649,0.0001119571],"domain_scores_gemma":[0.9989898,0.0000896001,0.000457419,0.000159611,0.000133303,0.000170282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007918185,0.00001335424,0.9992644,0.000004351415,0.0001049288,0.00004194554,0.00003822537,0.00002581773,0.00005538506,0.00001563716,0.00007009025,0.0002866807],"study_design_scores_gemma":[0.00002237919,0.0000490423,0.9992027,0.000006587356,0.00007202031,0.0001108198,0.0001082516,0.0002530565,0.00001464125,0.00002114054,0.000135759,0.000003658676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986348,0.0001840839,0.0001458739,0.00004229074,0.000005356039,0.00002539631,0.0007140794,0.000003210895,0.0002448843],"genre_scores_gemma":[0.9992338,0.000120903,0.00008955671,0.00002024946,0.000004543981,0.00001485237,0.0004108204,0.00000128148,0.0001039645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731864,"threshold_uncertainty_score":0.3443567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029371837560863,"score_gpt":0.4183105767822018,"score_spread":0.3153733930261154,"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."}}