{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955598,0.0001177854,0.0001915217,0.0002728007,0.0004506078,0.0005204597,0.0001749497,0.0003250306,0.00396896],"category_scores_gemma":[0.003176423,0.0001301417,0.0003026518,0.000291234,0.000190248,0.0002050194,0.0003622653,0.000441274,0.000160152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912091,"about_ca_system_score_gemma":0.0006650001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02503731,"about_ca_topic_score_gemma":0.04713555,"domain_scores_codex":[0.9997182,0.00008838026,0.00001764284,0.00003915202,0.00006037659,0.00007613487],"domain_scores_gemma":[0.9986591,0.000232607,0.0006531162,0.00004460316,0.0001693865,0.0002411527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317891,0.00004733939,0.9923459,0.0000578248,0.00004428321,0.00008878244,0.000622705,0.00002224579,0.0003988266,0.00001793726,0.0006085833,0.005613618],"study_design_scores_gemma":[0.000001753607,0.00003449519,0.9991326,0.00002024442,0.000006328317,0.00004668276,0.000460886,0.00002026524,0.00001999317,0.0000077092,0.0002471026,0.000001808852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961417,0.0009978497,0.00007162148,0.0004410906,0.0000379784,0.00002771921,0.0005892259,0.000004270773,0.001688524],"genre_scores_gemma":[0.9988614,0.0004005737,0.00006841811,0.000100029,0.00002440535,0.00001145934,0.0002060992,0.000001123184,0.0003265029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02503731,"threshold_uncertainty_score":0.04978317,"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."}}