{"id":"W3164613547","doi":"10.1089/jwh.2021.0014","title":"Perinatal Complications as a Mediator of the Association Between Chronic Disease and Postpartum Mental Illness","year":2021,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Multiple Sclerosis Society of Canada; Public Health Ontario; The Scarborough Hospital; Women's College Hospital; University of Toronto","funders":"Government of Ontario","keywords":"Medicine; Mental illness; Pregnancy; Disease; Population; Relative risk; Obstetrics; Cohort study; Postpartum period; Poisson regression; Mental health; Confidence interval; Pediatrics; Psychiatry; Internal medicine","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":[0.00153868,0.0003556566,0.0003242398,0.0007917518,0.0006717552,0.001151613,0.0009094003,0.0003846304,0.002451193],"category_scores_gemma":[0.007347708,0.0003212463,0.0008936606,0.0009901489,0.0005767692,0.000395934,0.00103254,0.000986574,0.00008405613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145191,"about_ca_system_score_gemma":0.004231823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2322082,"about_ca_topic_score_gemma":0.2184391,"domain_scores_codex":[0.9989561,0.0004143879,0.00008086798,0.0001386622,0.0001790651,0.0002308427],"domain_scores_gemma":[0.996185,0.001122066,0.001533382,0.0001962713,0.0003898644,0.0005733774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005551947,0.00001216616,0.9983495,0.00002477913,0.0001033814,0.00006962733,0.0000732398,0.00004105929,0.00004224537,0.0000572279,0.0000780982,0.001093206],"study_design_scores_gemma":[0.0000071398,0.00003148309,0.9989794,0.00006077228,0.0001456042,0.0001383483,0.0001452991,0.0002652764,0.00002552437,0.00005995427,0.000137701,0.000003563572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930764,0.003036349,0.0005179323,0.0008456123,0.00002420625,0.0000573401,0.000997176,0.000008218091,0.001436782],"genre_scores_gemma":[0.9983765,0.0007994056,0.0002795885,0.00006031867,0.00001451459,0.00002199631,0.0002450013,0.000001915133,0.0002006374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322082,"threshold_uncertainty_score":0.4617133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384378799731223,"score_gpt":0.3152930187366992,"score_spread":0.301449230739387,"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."}}