{"id":"W4381597914","doi":"10.1186/s12889-023-15597-9","title":"Role satisfaction among community volunteers working in mass COVID-19 vaccination clinics, Waterloo Region, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Feeling; Public health; Context (archaeology); Qualitative research; Distancing; Biostatistics; Health care; Pandemic; Family medicine; Nursing; Psychology; Social psychology; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007823147,0.0001669734,0.0003109385,0.0005108059,0.001379263,0.00004076799,0.000289375,0.0001431956,0.000128826],"category_scores_gemma":[0.001387248,0.0001678941,0.00004104118,0.001025761,0.00002102934,0.0002800047,0.0002070802,0.0009510371,0.00009729325],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00391306,"about_ca_system_score_gemma":0.007228446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9302146,"about_ca_topic_score_gemma":0.9943113,"domain_scores_codex":[0.9921534,0.005205491,0.0009438163,0.0002927179,0.0003940813,0.001010494],"domain_scores_gemma":[0.9973747,0.0009807163,0.0003587571,0.0005917475,0.00008353951,0.0006105665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004477906,0.0000311148,0.8774216,0.0004450422,0.00001124784,0.00000590761,0.01667296,0.0001569327,6.380976e-7,0.0009588537,0.09118121,0.01306967],"study_design_scores_gemma":[0.0008091245,0.00003354279,0.7350404,0.0000790276,0.000002404128,3.557577e-7,0.07045656,0.001462854,7.346141e-8,0.000557034,0.1914391,0.000119514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961332,0.00004091201,0.003350063,0.02862094,0.001223341,0.001697551,0.00001276531,0.0003704386,0.003351981],"genre_scores_gemma":[0.9818672,0.0001132247,0.00008716333,0.01182127,0.0001094687,0.0002818825,0.000206064,0.00003301043,0.005480746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423813,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1662241038727814,"score_gpt":0.4242973842007706,"score_spread":0.2580732803279892,"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."}}