{"id":"W4214676092","doi":"10.17179/excli2021-4439","title":"The COVID-19 vaccination acceptance/hesitancy rate and its determinants among healthcare workers of 91 countries: A multicenter cross-sectional study","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Vaccination; Cross-sectional study; Medicine; Snowball sampling; Logistic regression; Family medicine; Health care; Immunology; Internal medicine","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":[0.002687322,0.0003394555,0.0004536272,0.0008683748,0.000501249,0.0007138722,0.0003111401,0.0006409437,0.001141132],"category_scores_gemma":[0.002908691,0.000431997,0.00057177,0.0008625042,0.0003441662,0.0006755064,0.0007274457,0.000491097,0.0003381907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192674,"about_ca_system_score_gemma":0.0002401787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302372,"about_ca_topic_score_gemma":0.002048346,"domain_scores_codex":[0.9989458,0.0004388893,0.0001444672,0.0001673359,0.0001469232,0.000156591],"domain_scores_gemma":[0.9978162,0.0005074306,0.0008342135,0.0002171903,0.000324724,0.0003001983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004384706,0.00006829289,0.9987339,0.00001301053,0.00002272407,0.00003525623,0.0002973266,0.0000118688,0.0001393769,0.000004723021,0.0000270362,0.0006026563],"study_design_scores_gemma":[0.000006001509,0.0003344056,0.9978051,0.000008717541,0.00001974377,0.0001744917,0.001383511,0.00008224298,0.00006660221,0.00000420504,0.0001108741,0.000004259171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995689,0.00006364275,0.00005303568,0.00001342686,0.000002112639,0.00002334039,0.0001225059,0.00000123507,0.0001518437],"genre_scores_gemma":[0.9995402,0.00005551004,0.000112415,0.00002347763,0.000004313722,0.00003384841,0.0001685763,9.737745e-7,0.00006075406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002687322,"threshold_uncertainty_score":0.01421207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782795709788859,"score_gpt":0.3494922779066085,"score_spread":0.30166432080872,"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."}}