{"id":"W4386909787","doi":"10.1177/17455057231199051","title":"Higher perceived stress during the COVID-19 pandemic increased menstrual dysregulation and menopause symptoms","year":2023,"lang":"en","type":"article","venue":"Women s Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Simon Fraser University; University of British Columbia; Women's Health Research Institute; BC Children's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Urogynecology; Menopause; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Disease","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":[0.001146069,0.0001737098,0.000304784,0.0002203669,0.0004058413,0.00003241587,0.00007211947,0.00007388458,0.0001882283],"category_scores_gemma":[0.0003067159,0.0001286558,0.00002484368,0.0005145459,0.000110884,0.00009774823,0.00006533943,0.0002165813,0.00003483389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004865,"about_ca_system_score_gemma":0.0006695465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515681,"about_ca_topic_score_gemma":0.00009082059,"domain_scores_codex":[0.998068,0.0002286153,0.0003279413,0.0004429909,0.0003970736,0.0005354165],"domain_scores_gemma":[0.9984745,0.0001992036,0.0001516684,0.0005009124,0.00004255123,0.0006311999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00096813,0.00011195,0.9434681,0.001611545,0.0001480116,0.00003413925,0.02391895,0.0001880185,0.02192883,0.0001294678,0.001413721,0.006079149],"study_design_scores_gemma":[0.002597971,0.0003725846,0.9899261,0.00004810005,0.00002126964,0.00009972183,0.001604436,0.0001733669,0.0000249743,0.0001252109,0.004884811,0.0001214609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790328,0.00009420022,0.000006153673,0.01928409,0.0001872739,0.0008429358,0.00003311156,0.0004730825,0.00004636893],"genre_scores_gemma":[0.991985,0.0002318928,0.00001557871,0.005468182,0.0003494178,0.00008500621,0.00006474505,0.00003424527,0.001765909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04645801,"threshold_uncertainty_score":0.5246429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065216437931644,"score_gpt":0.3551996781724861,"score_spread":0.3145475137931696,"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."}}