{"id":"W4295358297","doi":"10.12927/hcpol.2022.26903","title":"Public Health Messaging during the COVID-19 Pandemic and Its Impact on Family Caregivers’ COVID-19 Knowledge","year":2022,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada; University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Government (linguistics); Public health; 2019-20 coronavirus outbreak; Dementia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Public relations; Medicine; Business; Nursing; Political science; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003074784,0.0001525999,0.0002177538,0.0006196816,0.002022895,0.001836628,0.0005988957,0.0004574395,0.004565147],"category_scores_gemma":[0.01528187,0.0001514837,0.0003031199,0.0006649171,0.0009143318,0.0009104568,0.00153037,0.000949835,0.0001548348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00630116,"about_ca_system_score_gemma":0.01258279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4801603,"about_ca_topic_score_gemma":0.4835775,"domain_scores_codex":[0.9980885,0.0006377079,0.00008781761,0.00009526596,0.0004580983,0.0006325372],"domain_scores_gemma":[0.992496,0.002558654,0.001816374,0.0001285691,0.001143108,0.001857212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174342,0.0002973845,0.9029456,0.0002528191,0.00006097527,0.0005201511,0.03611667,0.0001348555,0.000159984,0.000424245,0.004938209,0.05403158],"study_design_scores_gemma":[0.00001175278,0.0001061969,0.9198737,0.0007780454,0.0000537385,0.0001761974,0.07464607,0.0002056531,0.0001069283,0.0002203182,0.003801322,0.00002017686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867089,0.001444982,0.00006344278,0.005654715,0.00004037144,0.00002112668,0.000166075,0.000006055787,0.00589445],"genre_scores_gemma":[0.9986575,0.0006047555,0.00005612831,0.0002913378,0.00000865156,0.000009568444,0.00003790417,0.000001055143,0.0003331344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4801603,"threshold_uncertainty_score":0.9547309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.275434996588388,"score_gpt":0.5403042419758786,"score_spread":0.2648692453874906,"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."}}