{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001437989,0.000183173,0.0003950287,0.0003041144,0.0002936798,0.000004625754,0.0004539897,0.00006167968,0.0007477081],"category_scores_gemma":[0.00002097177,0.0001409808,0.0001285281,0.0007387069,0.000139214,0.00003087869,0.0001605701,0.0007240719,7.995386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357911,"about_ca_system_score_gemma":0.002552049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565687,"about_ca_topic_score_gemma":0.01915672,"domain_scores_codex":[0.9964843,0.001381274,0.0007320294,0.0004054558,0.0003844633,0.0006124424],"domain_scores_gemma":[0.9986884,0.00008811273,0.0004156003,0.000638024,0.000007233733,0.0001626491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006956872,0.001349287,0.9213187,0.0002017052,0.00004991702,0.00000238216,0.03535237,0.00009381339,0.00001611284,0.00005872619,0.04009966,0.000761666],"study_design_scores_gemma":[0.009279662,0.0005684043,0.8139126,0.00002555149,0.00001122386,0.000007647644,0.1370665,0.00007109214,0.000003029429,0.0002382962,0.03866848,0.0001475424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818699,0.002973256,0.00002231373,0.003185317,0.009197904,0.001863215,0.0004114007,0.0000232555,0.0004534021],"genre_scores_gemma":[0.993663,0.00002133651,0.0002199123,0.005152851,0.00004080622,0.0002106845,0.00001538262,0.00002749685,0.0006485038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074061,"threshold_uncertainty_score":0.9987411,"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."}}