{"id":"W4206204079","doi":"10.3390/traumacare2010002","title":"COVID-19 Pandemic: Influence of Gender Identity on Stress, Anxiety, and Depression Levels in Canada","year":2022,"lang":"en","type":"article","venue":"Trauma Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University; University of Calgary; University of Alberta; MacEwan University; Alberta Health Services","funders":"University Hospital Foundation; Alberta Children's Hospital Foundation; Royal Alexandra Hospital Foundation; Alberta Cancer Foundation; Mental Health Foundation; University of Alberta; Alberta Health Services","keywords":"Anxiety; Depression (economics); Coronavirus disease 2019 (COVID-19); Clinical psychology; Perceived Stress Scale; Demography; Pandemic; Medicine; Population; Psychology; Mental health; Generalized anxiety disorder; Psychiatry; Stress (linguistics); 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":[0.0001199784,0.00009568453,0.0001538269,0.00006835951,0.0001229852,0.000003940226,0.0001634837,0.00003881663,0.0006011573],"category_scores_gemma":[0.00002624815,0.00009994662,0.00002077659,0.0001564548,0.00002820748,0.00005318099,0.0001103141,0.0002374216,0.000001157973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552508,"about_ca_system_score_gemma":0.001441111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9002516,"about_ca_topic_score_gemma":0.9301397,"domain_scores_codex":[0.9988599,0.0001577381,0.0002073729,0.0002880697,0.0002682342,0.000218675],"domain_scores_gemma":[0.9993962,0.0001015528,0.0000759368,0.0002290531,0.00001492514,0.0001823021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041302,0.00004051661,0.9785782,0.000250504,0.000006226109,0.00003679633,0.008360633,0.001465079,0.00009276139,0.0002011343,0.0002719372,0.01059211],"study_design_scores_gemma":[0.0009993183,0.00004963433,0.9730309,0.00001564562,0.000005968316,0.00001475524,0.02236361,0.000005659113,0.0000921862,0.0001084259,0.003214541,0.00009933567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967542,0.001220953,0.000005177224,0.00005906775,0.0002306017,0.0002556012,0.0005434203,0.00001472463,0.0009162542],"genre_scores_gemma":[0.997229,0.00003308709,0.000004500585,0.002593517,0.00001489741,0.00004650909,0.00002676591,0.000009471056,0.00004219801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02988809,"threshold_uncertainty_score":0.6582251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095600014090888,"score_gpt":0.4111492944799204,"score_spread":0.3015892930708316,"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."}}