{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002035224,0.000203581,0.0003486782,0.0006174746,0.00832334,0.002530155,0.0009430319,0.0004232831,0.003844654],"category_scores_gemma":[0.004492484,0.0002181478,0.0002061398,0.0008594119,0.003036368,0.0004701033,0.001907651,0.0008499451,0.0001973993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02076418,"about_ca_system_score_gemma":0.05246998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9168459,"about_ca_topic_score_gemma":0.9662779,"domain_scores_codex":[0.9983542,0.0003996582,0.00004169947,0.0001199339,0.0003157907,0.0007688383],"domain_scores_gemma":[0.9947112,0.0006494172,0.0003596581,0.00006356915,0.001410161,0.002806107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002639127,0.0002444112,0.3558842,0.0002966987,0.00001530234,0.00119441,0.6014277,0.00007712415,0.001344602,0.0006370715,0.00864833,0.02996618],"study_design_scores_gemma":[0.00001628574,0.000166961,0.1987204,0.0002084063,0.00000778026,0.0001612588,0.7907665,0.0001263575,0.0001320744,0.00007965406,0.009584,0.00003043955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956934,0.0002110671,0.00007715062,0.0009210471,0.00002969399,0.00007160297,0.0001583777,0.000005592899,0.002832132],"genre_scores_gemma":[0.9971411,0.000223951,0.0001456745,0.0003153923,0.00000558293,0.00004549254,0.0000887836,0.000005029136,0.002029079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08315414,"threshold_uncertainty_score":0.1672876,"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."}}