{"id":"W4200232132","doi":"10.1002/hpja.571","title":"Contextual wellness in the age of COVID‐19: Managing disproportionate pandemic anxiety and stress in Australia, Singapore and other nations achieving disease control success","year":2021,"lang":"en","type":"article","venue":"Health Promotion Journal of Australia","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Anxiety; Disease; Public health; Population health; Medicine; Health economics; Environmental health; Gerontology; Psychology; Psychiatry; Nursing; Infectious disease (medical specialty); Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211877,0.0001410264,0.0003500856,0.0002576091,0.0001543547,0.00003409157,0.0001188365,0.00007660365,0.0002092849],"category_scores_gemma":[0.000141832,0.0001138035,0.0000541014,0.0003228945,0.0001469409,0.000175811,0.00002075629,0.0004667472,9.415981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430046,"about_ca_system_score_gemma":0.0004866558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212084,"about_ca_topic_score_gemma":0.004506886,"domain_scores_codex":[0.9972426,0.0009815105,0.0009384822,0.0002341,0.0002767456,0.000326554],"domain_scores_gemma":[0.9986282,0.0002145086,0.0006197959,0.0001464678,0.0000701519,0.0003209005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147576,0.0005618784,0.9851164,0.001059499,0.00002253401,0.0002315274,0.006420169,0.00009339214,0.00006820233,0.003807762,0.00011429,0.002289619],"study_design_scores_gemma":[0.003217918,0.0002300546,0.9884381,0.0005971841,0.00002958606,0.0002556717,0.004695077,0.00002791309,0.000009080175,0.001055952,0.001333304,0.0001101403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852766,0.0006516327,0.0006287233,0.01247259,0.0002613398,0.0005414982,0.0001392976,0.000005869578,0.0000224763],"genre_scores_gemma":[0.9985002,0.0002608846,0.00003183836,0.0008251813,0.00007057488,0.00001601304,0.00002413633,0.00001046185,0.0002606807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322366,"threshold_uncertainty_score":0.4640773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130214777887916,"score_gpt":0.4601899990896431,"score_spread":0.3299752212017272,"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."}}