{"id":"W6901808757","doi":"10.60692/yzpp8-ph169","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":"Greater South Information System","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); IBM; Health education; Mental stress","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":[0.0004377263,0.0002413453,0.0004021263,0.0006989887,0.0009854396,0.0008159796,0.0002908827,0.000693233,0.001929047],"category_scores_gemma":[0.001283392,0.0004725464,0.0003113606,0.001014056,0.0003845471,0.0006675037,0.0006536801,0.0007251774,0.0006625695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008832238,"about_ca_system_score_gemma":0.0006783207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03871132,"about_ca_topic_score_gemma":0.07085291,"domain_scores_codex":[0.9996759,0.00005745605,0.00005055839,0.00005748708,0.00005879531,0.0000998657],"domain_scores_gemma":[0.9992604,0.00008375289,0.0002378603,0.00003414134,0.0001221436,0.0002616885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006553443,0.0001802915,0.9869574,0.00008003302,0.00001462236,0.0005552951,0.00882333,0.00001867514,0.0005332399,0.00002434692,0.0004035056,0.002343582],"study_design_scores_gemma":[0.00000634874,0.000170038,0.9749928,0.00006268635,0.000008262507,0.0003809228,0.02357025,0.00003377608,0.00005078641,0.00001127407,0.0007014453,0.00001135247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985003,0.0001235722,0.00002443998,0.0001448101,0.000004421406,0.00004474658,0.0005572201,0.000001529912,0.0005988348],"genre_scores_gemma":[0.9983624,0.0003934863,0.0000543032,0.0001252733,0.000007302735,0.00007398967,0.0004032171,0.000001663841,0.0005785426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871132,"threshold_uncertainty_score":0.07697195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09610063211656371,"score_gpt":0.3428384283730834,"score_spread":0.2467377962565197,"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."}}