{"id":"W4308887106","doi":"10.1089/jwh.2022.0115","title":"Sex and Gender Impact Mental and Emotional Well-Being During COVID-19 Pandemic: A European Countries Experience","year":2022,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Alberta Health Services; Université du Québec à Montréal; McGill University Health Centre; Heart and Stroke Foundation; Alberta Health; University of Alberta","funders":"","keywords":"Feeling; Mental health; Medicine; Public health; Pandemic; Logistic regression; Demography; Population; Cross-sectional study; Cohort study; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Family medicine; Clinical psychology; Social psychology; Internal medicine; Environmental health; Disease; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00100034,0.0001559401,0.0002728951,0.0002889049,0.0005350339,0.0007829884,0.0001589117,0.0003640965,0.002017329],"category_scores_gemma":[0.001552376,0.0001308251,0.000288294,0.00049356,0.0006187694,0.0007358235,0.0009833566,0.0003802298,0.0001549806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524549,"about_ca_system_score_gemma":0.0003600791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008095901,"about_ca_topic_score_gemma":0.008065294,"domain_scores_codex":[0.9994905,0.0002456556,0.00003149123,0.00005076564,0.0000412954,0.000140207],"domain_scores_gemma":[0.9994764,0.0001379532,0.0001874213,0.0000231506,0.00005840834,0.0001168017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002481365,0.00006576123,0.9608585,0.0001492021,0.00007327092,0.0007718041,0.02045202,0.00006683251,0.0003549232,0.0005269598,0.002286118,0.01414635],"study_design_scores_gemma":[0.000009861256,0.0001449557,0.9525243,0.0001950194,0.00002290636,0.0008592607,0.04080229,0.00007019709,0.00009349374,0.0001372874,0.005124044,0.00001638571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947398,0.002052533,0.00006586337,0.000578619,0.0000361219,0.000009181217,0.0003409988,0.000001996294,0.002174771],"genre_scores_gemma":[0.9986344,0.0006849046,0.00003128265,0.0002065305,0.00001777476,0.000005630557,0.0001274647,0.000001828222,0.0002902836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008095901,"threshold_uncertainty_score":0.01609755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845896962765212,"score_gpt":0.4301619278653006,"score_spread":0.3617029582376484,"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."}}