{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004793322,0.0002641852,0.0002548708,0.0008046619,0.003410874,0.00108614,0.0007176159,0.0003446971,0.001828064],"category_scores_gemma":[0.001382704,0.0002168168,0.0004265231,0.001551328,0.0007438726,0.0003301962,0.000896662,0.0007255646,0.0001607609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0220482,"about_ca_system_score_gemma":0.02808856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922503,"about_ca_topic_score_gemma":0.9954997,"domain_scores_codex":[0.9993318,0.00004043483,0.00001915858,0.00007054697,0.000199606,0.0003383314],"domain_scores_gemma":[0.998866,0.00005727542,0.0002137227,0.00002046698,0.0004402968,0.0004022946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006038039,0.00003375663,0.9931652,0.0000220622,0.00001593144,0.00009518666,0.001279108,0.00003620249,0.0001724066,0.00006192626,0.0008184326,0.004239328],"study_design_scores_gemma":[0.000002286854,0.00001915879,0.9960855,0.00002299325,0.000005102985,0.00004555399,0.003132317,0.00007438538,0.00003588216,0.00001347112,0.0005575928,0.000005800793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951876,0.0004344086,0.0000507667,0.0004464849,0.00001954504,0.00003551294,0.001533988,0.000005727405,0.002285863],"genre_scores_gemma":[0.9981087,0.0003683834,0.00009652527,0.0001402466,0.000005606626,0.0000120635,0.0005421191,0.000002652341,0.0007237997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220482,"threshold_uncertainty_score":0.1599716,"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."}}