{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003292913,0.000165711,0.001311533,0.00003747471,0.0001268296,0.000003236448,0.0000773139,0.0001367635,0.0001859308],"category_scores_gemma":[0.005935197,0.0001316411,0.0001646817,0.00007667082,0.0001962561,0.00003357134,0.0001633953,0.0004026643,0.00001064436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004938375,"about_ca_system_score_gemma":0.0001645831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007689041,"about_ca_topic_score_gemma":0.00008040183,"domain_scores_codex":[0.9955387,0.002004689,0.001525166,0.0005053127,0.000155759,0.0002703991],"domain_scores_gemma":[0.9965184,0.002067627,0.00052095,0.0004640259,0.0000940433,0.0003349702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001408035,0.0008173996,0.9952087,0.0009553278,0.0001370586,0.0001817808,0.00006700271,0.00001015346,0.000004886998,0.00009191931,0.00001655072,0.001101215],"study_design_scores_gemma":[0.002105454,0.0006926733,0.9950716,0.0008022634,0.0002565745,0.00003961615,0.00004580663,0.0005203743,0.00003972555,0.0002215735,0.00008334903,0.00012101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954438,0.00143764,0.00004020296,0.001191008,0.000670486,0.00110924,0.00005033277,0.0000346869,0.00002265058],"genre_scores_gemma":[0.9976888,0.0005491083,0.0003031336,0.0009129921,0.00008357226,0.00007142594,0.0001482714,0.00001593168,0.000226716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642284,"threshold_uncertainty_score":0.7105414,"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."}}