{"id":"W4408918352","doi":"10.1017/s0714980825000108","title":"Early COVID-19 Public Messaging and its Impact on Older Adult Demonstrations of Personal Agency","year":2025,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Agency (philosophy); 2019-20 coronavirus outbreak; Internet privacy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Sociology; Medicine; Computer science; Virology; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006337255,0.0002603591,0.0002922765,0.0005925752,0.003640555,0.002240719,0.0005721325,0.0008275108,0.004147644],"category_scores_gemma":[0.01568199,0.0002453461,0.000247025,0.0003278958,0.002796018,0.001611933,0.005212784,0.001289293,0.0002172569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912503,"about_ca_system_score_gemma":0.003705712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012026,"about_ca_topic_score_gemma":0.0257314,"domain_scores_codex":[0.9970102,0.002013643,0.0001052516,0.0001510654,0.0003187753,0.0004009459],"domain_scores_gemma":[0.9882392,0.007352416,0.001685113,0.0004894141,0.0009582831,0.001275628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009968458,0.0001246351,0.02331407,0.0002798321,0.00001070385,0.0004885197,0.9571849,0.00002315024,0.0007712323,0.001098801,0.0007734353,0.0158311],"study_design_scores_gemma":[0.00001593762,0.0003503653,0.05841456,0.0006956044,0.00004145985,0.0003996107,0.9162797,0.00009770893,0.0005075426,0.0006569706,0.02250995,0.00003058992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902856,0.0005140599,0.0003774716,0.001274792,0.000046766,0.00004550495,0.00003976723,0.00001327871,0.007402846],"genre_scores_gemma":[0.9981116,0.0002550041,0.0003237353,0.0002078952,0.00001351685,0.00003885581,0.00001342307,0.0000044903,0.001031363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012026,"threshold_uncertainty_score":0.03351504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748628553948584,"score_gpt":0.3270924818805857,"score_spread":0.2996061963410998,"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."}}