{"id":"W3092413473","doi":"10.29328/journal.ida.1001021","title":"Prevalence and measurement of anxiety and depression in nurses during COVID pandemic in Nepal","year":2020,"lang":"en","type":"article","venue":"Insights on the Depression and Anxiety","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Anxiety; Depression (economics); Observational study; Pandemic; Mental health; Psychiatry; Medicine; Cross-sectional study; Hamilton Anxiety Rating Scale; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004878631,0.00009469332,0.0001293042,0.0005166503,0.0004299021,0.0004672318,0.0002570942,0.0002812326,0.0006393386],"category_scores_gemma":[0.001993471,0.00015351,0.0001275842,0.0003854162,0.0003161417,0.0002795183,0.0005629038,0.0003645009,0.00009240615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373813,"about_ca_system_score_gemma":0.0005135454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085633,"about_ca_topic_score_gemma":0.01401318,"domain_scores_codex":[0.9996297,0.0001150706,0.00004716236,0.00004302487,0.00009207903,0.00007281516],"domain_scores_gemma":[0.9991555,0.0001704068,0.0003891758,0.00001973023,0.0001441176,0.0001210801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001886048,0.00004173604,0.9931164,0.00006457931,0.00001046869,0.0002489233,0.002356537,0.00001418836,0.0004433547,0.00001454848,0.000122468,0.003547906],"study_design_scores_gemma":[0.000001452754,0.0001156151,0.9934609,0.00004781551,0.000005893786,0.0006081244,0.005421621,0.00003967441,0.00004872925,0.00001447868,0.0002318136,0.000004009114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986267,0.0003026409,0.00004586137,0.0001004102,0.000004570918,0.00002378778,0.0001167297,0.000001374809,0.0007779541],"genre_scores_gemma":[0.9992282,0.0003400352,0.0001131088,0.00005301534,0.000003839323,0.00003284475,0.00007689704,3.531178e-7,0.0001518141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006085633,"threshold_uncertainty_score":0.0121004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806967397789068,"score_gpt":0.3471889335632948,"score_spread":0.2791192595854041,"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."}}