{"id":"W6976618396","doi":"10.60692/7nd1f-7p627","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":"Greater South Information System","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Anxiety; Mental health; Generalized anxiety disorder; Logistic regression; Psychological intervention; Population; Depression (economics)","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":[0.0005716069,0.0002316427,0.0002774891,0.0005401599,0.0005482425,0.0005713326,0.0002218062,0.0004406044,0.001703977],"category_scores_gemma":[0.001452036,0.0002914362,0.0003886516,0.0005923031,0.0002973339,0.0005435992,0.0005195819,0.0005444748,0.0003061549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617293,"about_ca_system_score_gemma":0.0002984646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006026926,"about_ca_topic_score_gemma":0.01233801,"domain_scores_codex":[0.999643,0.000082138,0.00004989082,0.00007023713,0.00007157668,0.00008311311],"domain_scores_gemma":[0.9993222,0.00008735947,0.0002751509,0.00003930348,0.0001298436,0.0001460973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003321303,0.00005107413,0.9971149,0.0000305314,0.00002426682,0.0001125359,0.001002725,0.000006295813,0.0001768122,0.00001189391,0.0001377103,0.001297936],"study_design_scores_gemma":[0.000002738623,0.0001505965,0.9959844,0.00003126153,0.00001895155,0.0003731617,0.003078975,0.00002096789,0.00003112092,0.00001174037,0.0002907928,0.000005275232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988431,0.0002591439,0.00003847747,0.00008216978,0.000009445168,0.00002296123,0.0002561751,0.000001130967,0.0004873815],"genre_scores_gemma":[0.9991769,0.0002701309,0.000050837,0.000119004,0.00001063002,0.00002097282,0.0001715742,8.034607e-7,0.0001791684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006026926,"threshold_uncertainty_score":0.01198369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09285816454891768,"score_gpt":0.2743522348602671,"score_spread":0.1814940703113494,"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."}}