{"id":"W6957721075","doi":"10.60692/ba4sv-z7e05","title":"A Survey on Depressive Symptoms and Its Correlates Amongst Physicians in Bangladesh During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Logistic regression; Depression (economics); Depressive symptoms; Descriptive statistics; Psychological intervention; Pandemic; Test (biology); Patient Health Questionnaire; Coronavirus disease 2019 (COVID-19)","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":[0.0004062124,0.00009946676,0.000134193,0.0004647683,0.0003516628,0.000280258,0.0001341145,0.0002636339,0.001038968],"category_scores_gemma":[0.001613611,0.0001265118,0.0001181682,0.0008166727,0.0001614574,0.0002180411,0.0002628654,0.0002488422,0.0001808506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740826,"about_ca_system_score_gemma":0.0003553678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529863,"about_ca_topic_score_gemma":0.02903095,"domain_scores_codex":[0.9996412,0.000104129,0.00007107246,0.00003899775,0.00007587611,0.00006878332],"domain_scores_gemma":[0.9989967,0.0001636222,0.0004876994,0.00002536373,0.0001395006,0.0001872658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001892437,0.00002683338,0.9972391,0.00002795702,0.000006318976,0.0001119481,0.0006998231,0.000009821353,0.0002622033,0.00000601338,0.0001398716,0.001451056],"study_design_scores_gemma":[0.000001609596,0.00006211205,0.997413,0.00001370566,0.000002757998,0.000151759,0.002077343,0.00001471627,0.0000271486,0.000002542432,0.0002313419,0.000001995319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987546,0.0001383864,0.00001601094,0.0001190503,0.000002197357,0.00001740662,0.0004234523,7.292277e-7,0.0005281924],"genre_scores_gemma":[0.9992604,0.0002538695,0.00004401043,0.0000660872,0.000003283364,0.00001488061,0.0002019063,2.5311e-7,0.0001552834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529863,"threshold_uncertainty_score":0.03041917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233316070208041,"score_gpt":0.2415274222208414,"score_spread":0.209194261518761,"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."}}