{"id":"W4317530482","doi":"10.1016/j.vaccine.2023.01.030","title":"COVID-19 vaccination among different types of US Healthcare Personnel","year":2023,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vaccination; Medicine; Quarter (Canadian coin); Family medicine; Odds ratio; Logistic regression; Pandemic; Public health; Health care; Coronavirus disease 2019 (COVID-19); Odds; Disease; Nursing; Virology; Internal medicine; 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":[0.0007730931,0.0002458889,0.0001988277,0.001128102,0.000474852,0.0005311382,0.0003452929,0.0007256559,0.003132312],"category_scores_gemma":[0.003602745,0.0002498359,0.0007002692,0.0008365517,0.0002911674,0.0006339828,0.0007445109,0.0005658347,0.0003227176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754417,"about_ca_system_score_gemma":0.0005169173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03341816,"about_ca_topic_score_gemma":0.03081306,"domain_scores_codex":[0.9993173,0.0001592337,0.00007422287,0.00008257637,0.000105691,0.0002609848],"domain_scores_gemma":[0.9985323,0.00038286,0.0005560658,0.00007653178,0.0001690038,0.0002832539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089671,0.00005175915,0.9986539,0.000003789853,0.00003823511,0.0000166775,0.0001040482,0.00003063909,0.00009808072,0.00002185941,0.00009116176,0.0007809374],"study_design_scores_gemma":[0.000004310635,0.00008855388,0.9989842,0.000007359105,0.00001334953,0.00003116774,0.0005687874,0.0001420404,0.00003653283,0.0000174476,0.0001040298,0.000002192647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986007,0.0001115552,0.00002751444,0.00006976156,0.000007088106,0.000007019866,0.000257535,0.000001921639,0.0009168432],"genre_scores_gemma":[0.9993273,0.00004620227,0.00001370095,0.00004716001,0.000007857609,0.000004211631,0.0001979625,9.947315e-7,0.0003546227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03341816,"threshold_uncertainty_score":0.06644726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815157174131311,"score_gpt":0.3360536676437773,"score_spread":0.2979020959024641,"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."}}