{"id":"W4313257594","doi":"10.6000/1929-6029.2022.11.19","title":"Evaluation of COVID-19 Vaccine Refusal among AOU Students in Kuwait and their Families and their Expected Inclination Towards the Acceptance or Refusal of the Vaccine","year":2022,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca; Pfizer","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Christian ministry; Family medicine; Disease; Demography; Infectious disease (medical specialty); Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002035155,0.0002446017,0.0002898083,0.0008541087,0.001094672,0.0009110052,0.0003727621,0.0005043751,0.001458265],"category_scores_gemma":[0.006083089,0.0002364487,0.0003487124,0.00053746,0.0007282215,0.0004915325,0.0006271821,0.0006355537,0.0001654012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007844678,"about_ca_system_score_gemma":0.001029396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007185701,"about_ca_topic_score_gemma":0.00840253,"domain_scores_codex":[0.9987451,0.0004943294,0.0001487118,0.00007122823,0.0002978178,0.0002428565],"domain_scores_gemma":[0.9964585,0.0008583739,0.001619173,0.0000853357,0.000540572,0.0004380292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000553086,0.0001091388,0.9782864,0.00005058693,0.0000152421,0.0004230077,0.0163024,0.00002496897,0.0004682593,0.00004578039,0.00008870928,0.004130185],"study_design_scores_gemma":[0.000003490019,0.0003658956,0.9148186,0.00006298648,0.0000206159,0.0007197142,0.08275897,0.0002395758,0.000319247,0.00006165398,0.0006098723,0.00001947605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997873,0.00003415803,0.00001334254,0.00003620029,0.000001198069,0.000005501897,0.000007733263,3.484234e-7,0.0001142416],"genre_scores_gemma":[0.999737,0.00007195932,0.00004728443,0.00002279373,0.000002006605,0.000007192182,0.00001163523,3.354148e-7,0.00009990124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007185701,"threshold_uncertainty_score":0.01428777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174760942439428,"score_gpt":0.4969864402856257,"score_spread":0.3795103460416829,"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."}}