{"id":"W7132992791","doi":"","title":"Critical Period, High-acuity Illness, Inequitable Access: Understanding Outcomes following Postpartum Psychiatric Emergency Visits, and the Role of Social Determinants of Health","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Department of Psychiatry, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada","keywords":"Social determinants of health; Mental health; Emergency department; Ethnic group; Cohort; Psychiatric hospital; Social network (sociolinguistics); Postpartum period; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002367812,0.0002989353,0.0003352293,0.001436614,0.001122219,0.002030438,0.0009088187,0.0007083498,0.001328322],"category_scores_gemma":[0.01081227,0.0003177914,0.0006442948,0.001427242,0.001332425,0.001992218,0.002369894,0.001420458,0.0000804065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152554,"about_ca_system_score_gemma":0.005007981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1748743,"about_ca_topic_score_gemma":0.2151226,"domain_scores_codex":[0.9989617,0.0004172052,0.00005849629,0.0001664943,0.0001169613,0.000279148],"domain_scores_gemma":[0.996751,0.001243623,0.001027997,0.0001508218,0.0002288958,0.0005977061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003089289,0.00007651128,0.9822446,0.00004542343,0.00005568151,0.00006256806,0.004836838,0.0002560428,0.00002864405,0.001389414,0.0004704582,0.01050289],"study_design_scores_gemma":[0.000003024299,0.00004026258,0.9872783,0.0001279047,0.00003668045,0.00005430975,0.007139856,0.001919383,0.0000240691,0.002650625,0.0007147292,0.00001079348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928222,0.001072183,0.0006462687,0.003245894,0.00001975968,0.00003212777,0.0003305363,0.000003321589,0.001827746],"genre_scores_gemma":[0.9985365,0.0006421312,0.0003687268,0.0001248014,0.00002021777,0.00002844998,0.0001211358,0.000001905313,0.0001561915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748743,"threshold_uncertainty_score":0.3477129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743622716839368,"score_gpt":0.4201823475213948,"score_spread":0.3727461203530011,"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."}}