{"id":"W3160838617","doi":"10.31234/osf.io/ubwxv","title":"Mental health difficulties of adults with COVID-19-like symptoms in Bangladesh: a case control-study","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anxiety; Mental health; Medicine; Logistic regression; Feeling; Odds; Population; Odds ratio; Psychiatry; Depression (economics); Coronavirus disease 2019 (COVID-19); Demography; Psychology; Environmental health; Disease; Internal medicine; Social psychology","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":[0.0005194947,0.0005410781,0.0004476515,0.0008739471,0.0009890666,0.0006139831,0.0004326212,0.0007658362,0.003185798],"category_scores_gemma":[0.0008747548,0.0006238772,0.0005500173,0.001065683,0.0005857919,0.0005156823,0.0006771071,0.0005367507,0.000371019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006748915,"about_ca_system_score_gemma":0.0004317525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154524,"about_ca_topic_score_gemma":0.01335578,"domain_scores_codex":[0.9995514,0.0001040355,0.00007319333,0.0001078346,0.00007513529,0.00008838826],"domain_scores_gemma":[0.9995416,0.00006266315,0.0001957263,0.00004619265,0.00006213364,0.00009168337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694355,0.0003871759,0.996174,0.00007353546,0.00005721282,0.0004939589,0.0008737726,0.00001535098,0.0002389396,0.00003481319,0.0001676761,0.001314031],"study_design_scores_gemma":[0.00006914001,0.0007221824,0.9940528,0.00006042381,0.00007255409,0.001178401,0.003138265,0.0001036759,0.0000603383,0.00003467975,0.0004929758,0.00001456312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988777,0.0002719066,0.0000522204,0.00004885949,0.000004160049,0.0001145638,0.0002573184,0.000001259314,0.0003719809],"genre_scores_gemma":[0.9989248,0.0003320574,0.00008556682,0.00005869586,0.000008646098,0.0001098909,0.0002853617,6.869739e-7,0.000194191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154524,"threshold_uncertainty_score":0.02295607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703520003271638,"score_gpt":0.3904427152771867,"score_spread":0.3434075152444703,"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."}}