{"id":"W4210863504","doi":"10.1007/s44192-022-00005-2","title":"Generalized anxiety disorder among Bangladeshi university students during COVID-19 pandemic: gender specific findings from a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Discover Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"North South University; International Centre for Diarrhoeal Disease Research, Bangladesh; University of Dhaka","keywords":"Anxiety; Pandemic; Cross-sectional study; Mental health; Generalized anxiety disorder; Psychological intervention; Population; Demography; Medicine; Logistic regression; Depression (economics); Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Psychology; Environmental health; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000971162,0.0003572608,0.0004212199,0.0002270194,0.002977607,0.00009866232,0.0006565647,0.00009042767,0.008110166],"category_scores_gemma":[0.000005829807,0.0004029967,0.0002012624,0.0004772914,0.0001458566,0.0002847459,0.0008270569,0.0006464618,0.00008521618],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001253,"about_ca_system_score_gemma":0.0007938478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04934432,"about_ca_topic_score_gemma":0.005045884,"domain_scores_codex":[0.9952451,0.0009273462,0.0006160111,0.001220827,0.001113209,0.0008774945],"domain_scores_gemma":[0.9983788,0.00009645637,0.000265111,0.0005363827,0.00001629521,0.0007069784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001866514,0.002712212,0.9664596,0.00005583684,0.0001523933,0.00005682884,0.02646893,0.00009133224,0.00005141245,0.000195699,0.001785184,0.0001040518],"study_design_scores_gemma":[0.01070976,0.0003255908,0.9261246,0.000004312527,0.00001310636,0.00002747628,0.03381948,0.000007567513,0.00000192797,0.00004586696,0.02858639,0.0003339745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991834,0.0005605738,0.00007318878,0.0001927503,0.002146119,0.00212282,0.002735654,0.0001660259,0.0001688374],"genre_scores_gemma":[0.9926418,0.0002108284,0.00001953134,0.001967675,0.0001597724,0.00009329736,0.001102606,0.00005423747,0.003750256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04429844,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628491825890378,"score_gpt":0.4164051158483745,"score_spread":0.3301201975894707,"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."}}