{"id":"W4287147424","doi":"10.3389/fpsyt.2022.938230","title":"Mental Health Status of Teachers During the Second Wave of the COVID-19 Pandemic: A Web-Based Study in Bangladesh","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Khulna University","keywords":"Mental health; Anxiety; Residence; Pandemic; Government (linguistics); Psychology; Depression (economics); Quarter (Canadian coin); Social distance; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Demography; Disease; Geography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004788511,0.0002422726,0.0003946499,0.0007899684,0.001056934,0.000854079,0.0003034657,0.0007147183,0.0025689],"category_scores_gemma":[0.001383903,0.0004553426,0.0002979107,0.001041198,0.0004000985,0.0007289366,0.0006693058,0.0007210015,0.0007934176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945249,"about_ca_system_score_gemma":0.0007475762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03294031,"about_ca_topic_score_gemma":0.06009164,"domain_scores_codex":[0.9996608,0.00006054286,0.00005376507,0.0000562595,0.00006223156,0.0001063946],"domain_scores_gemma":[0.9991139,0.0001036228,0.0002962976,0.00003777348,0.0001460314,0.0003023753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006524715,0.000189613,0.986186,0.0001059658,0.00001369,0.0005550312,0.009362053,0.00001501417,0.0004250812,0.0000252299,0.0004962281,0.002560744],"study_design_scores_gemma":[0.00000813017,0.0001881508,0.9651768,0.00008785317,0.000009334471,0.0004452074,0.03305681,0.0000327142,0.00005364102,0.0000133216,0.0009159768,0.00001207459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981564,0.0001592722,0.00002647056,0.0001828281,0.00000568553,0.00005710432,0.0007378281,0.000002024089,0.0006724312],"genre_scores_gemma":[0.9981859,0.0004249608,0.00006139307,0.0001459644,0.000008397118,0.00008885899,0.0004462332,0.000001838178,0.0006363734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294031,"threshold_uncertainty_score":0.0654971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805886848340569,"score_gpt":0.3621630063836728,"score_spread":0.3241041379002672,"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."}}