{"id":"W3135734946","doi":"10.47326/ocsat.2021.02.12.1.0","title":"Behavioural Science Principles for Supporting COVID-19 Vaccine Confidence and Uptake Among Ontario Health Care Workers","year":2021,"lang":"en","type":"report","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Work (physics); Health care; Ethnic group; Vaccination; 2019-20 coronavirus outbreak; Set (abstract data type); Medicine; Public health; Personal protective equipment; Business; Nursing; Family medicine; Public relations; Environmental health; Psychology; Political science; Virology; Engineering; Computer science","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":[0.02292358,0.0005260138,0.0004531725,0.001544698,0.003684904,0.002716785,0.002017973,0.001409472,0.005065972],"category_scores_gemma":[0.04282526,0.0004681362,0.000771884,0.001277212,0.006481292,0.001206079,0.002162576,0.002381178,0.0003693663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02684695,"about_ca_system_score_gemma":0.0910371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7168151,"about_ca_topic_score_gemma":0.8085808,"domain_scores_codex":[0.9898474,0.005875847,0.0003102847,0.0004556898,0.002740674,0.0007700782],"domain_scores_gemma":[0.9748248,0.01494568,0.001898649,0.001041365,0.006059327,0.001230278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000206796,0.002619353,0.2511968,0.002266331,0.0002420471,0.000354608,0.06658355,0.007159777,0.001341178,0.3859,0.04933648,0.2327932],"study_design_scores_gemma":[0.0003579061,0.0009101121,0.4986012,0.005016376,0.000408846,0.0001715771,0.04968296,0.02140735,0.001635118,0.2392531,0.1823838,0.0001716546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2632264,0.004743099,0.09521043,0.24611,0.0009786128,0.007922699,0.003594518,0.0002947349,0.3779196],"genre_scores_gemma":[0.8970252,0.002578598,0.07531361,0.005989279,0.0001807934,0.005093252,0.0004961195,0.00003146908,0.01329172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2831849,"threshold_uncertainty_score":0.5697054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226352931609748,"score_gpt":0.4129337323951143,"score_spread":0.2902984392341395,"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."}}