{"id":"W4281398498","doi":"10.26900/hsq.2.2.02","title":"Prevalence, symptom and severity of COVID 19 among permanent residents of Dhaka City","year":2022,"lang":"en","type":"article","venue":"Health Sciences Quarterly","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Sore throat; Comorbidity; Coronavirus disease 2019 (COVID-19); Residence; Quarter (Canadian coin); Pediatrics; Demography; Internal medicine; Disease; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002585714,0.0001125198,0.0002858223,0.0002035787,0.0006455721,0.00001021622,0.0003657619,0.00003449512,0.0009418136],"category_scores_gemma":[0.00001821897,0.0001092519,0.00004704944,0.0004728779,0.0006597504,0.0001194162,0.00007619553,0.0001758894,0.000004256657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761662,"about_ca_system_score_gemma":0.001276567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03690881,"about_ca_topic_score_gemma":0.001042809,"domain_scores_codex":[0.9973312,0.0005422258,0.0005781961,0.0004696141,0.0006338945,0.0004448821],"domain_scores_gemma":[0.9986259,0.0002092469,0.0004516914,0.0002912856,0.00002717076,0.0003946567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008829841,0.0002537762,0.9566255,0.001179716,0.000006186624,0.000004536006,0.03294969,0.000005143909,0.00001437595,0.001592382,0.001853992,0.005426411],"study_design_scores_gemma":[0.0005163234,0.003457627,0.9845728,0.00003733862,0.000005581459,0.00002059713,0.009683481,0.00006834639,0.000004634555,0.000789815,0.0007505438,0.00009289619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948566,0.001330385,0.00003139974,0.001402409,0.0005947603,0.0005744909,0.0001370892,0.00002542441,0.001047432],"genre_scores_gemma":[0.9976499,0.00009096379,0.0000678499,0.001700754,0.00002342831,0.00005222945,0.000004508915,0.000005056093,0.0004053249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035866,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06484879268600456,"score_gpt":0.422237707427833,"score_spread":0.3573889147418284,"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."}}