{"id":"W3203702857","doi":"10.21608/ejhc.2021.195790","title":"COVID-19 Vaccine Hesitancy, Protective Behaviors, and Risk Perception among University Students in Alexandria","year":2021,"lang":"en","type":"article","venue":"Egyptian Journal of Health Care","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Data collection; Quarter (Canadian coin); Scale (ratio); Risk perception; Exploratory research; Vaccination; Public university; Distancing; Medicine; Population; Perception; Psychology; Family medicine; Environmental health; Disease; Immunology; Geography; Infectious disease (medical specialty)","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":[0.0005578027,0.0001968656,0.0002314211,0.0007744362,0.0008114572,0.000866776,0.0002606915,0.000452563,0.002226001],"category_scores_gemma":[0.001550241,0.0001881114,0.000275486,0.0005176017,0.0002828867,0.0003246661,0.0005426818,0.0004836137,0.0002354697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704357,"about_ca_system_score_gemma":0.001065071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128162,"about_ca_topic_score_gemma":0.01614733,"domain_scores_codex":[0.9995987,0.00006164295,0.00003921224,0.00003943004,0.0001249129,0.0001361308],"domain_scores_gemma":[0.9990461,0.0001375375,0.0003215044,0.00003094365,0.0001566732,0.000307082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002150182,0.00019335,0.9934106,0.00002682611,0.000008954602,0.000124103,0.001510617,0.00001680587,0.0002468166,0.00003362275,0.0002520939,0.004154676],"study_design_scores_gemma":[0.000002138636,0.0001406145,0.993921,0.00002432112,0.000008132265,0.00009501178,0.005150808,0.00008853192,0.00009915133,0.00001580985,0.0004492914,0.000005179584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994777,0.0000704243,0.00001102076,0.0000787079,0.000003028913,0.000006110776,0.0000227858,9.623006e-7,0.0003293757],"genre_scores_gemma":[0.9995157,0.00009736131,0.00002506137,0.00003587558,0.000003923223,0.000006435886,0.00003475612,2.987272e-7,0.0002806597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128162,"threshold_uncertainty_score":0.02243191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629099573595257,"score_gpt":0.3338820275916089,"score_spread":0.3175910318556563,"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."}}