{"id":"W3133004357","doi":"10.1080/17538157.2021.1883029","title":"Awareness of the Egyptian public about COVID-19: what we do and do not know","year":2021,"lang":"en","type":"article","venue":"Informatics for Health and Social Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Respondent; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Hotline; Population; Medicine; Personal protective equipment; Public health; Family medicine; Health care; Social distance; Demographics; Social media; Environmental health; Demography; Geography; Nursing; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002527309,0.0002570807,0.000397678,0.001583043,0.0009647576,0.001960202,0.0005008443,0.001555892,0.003891119],"category_scores_gemma":[0.007926271,0.0003145717,0.0003217999,0.001436524,0.0009255581,0.00385938,0.001158995,0.001283317,0.00107811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673184,"about_ca_system_score_gemma":0.003078481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775963,"about_ca_topic_score_gemma":0.02122067,"domain_scores_codex":[0.9987042,0.0003780799,0.0001259356,0.0001113647,0.0002898181,0.0003906193],"domain_scores_gemma":[0.9939878,0.001410287,0.00220818,0.0001566101,0.00123522,0.001001953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001500214,0.0004814692,0.8163441,0.002055945,0.00009985529,0.0008036996,0.03877235,0.00005244789,0.0006574452,0.0006410861,0.02217164,0.1177699],"study_design_scores_gemma":[0.00001862934,0.0003021037,0.8583761,0.001764782,0.00007657245,0.001121052,0.1151405,0.0001587408,0.0002546354,0.0005556386,0.02218285,0.00004837596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294297,0.01739106,0.0002135215,0.04420945,0.0002714268,0.00007608387,0.001716589,0.00002585623,0.006666252],"genre_scores_gemma":[0.9749298,0.01208282,0.000213605,0.01059859,0.0002176783,0.00007808673,0.0006328332,0.000007142781,0.001239537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01775963,"threshold_uncertainty_score":0.03531247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784983494273138,"score_gpt":0.446732811296661,"score_spread":0.3588829763539296,"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."}}