{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732353,0.000303429,0.0004024112,0.0003581784,0.005841896,0.002700459,0.0008174817,0.0009684247,0.002331504],"category_scores_gemma":[0.003009598,0.000265903,0.0004414507,0.0003257444,0.002269316,0.001748989,0.00707547,0.003445701,0.0002589987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869141,"about_ca_system_score_gemma":0.007333031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03375614,"about_ca_topic_score_gemma":0.1170474,"domain_scores_codex":[0.9986842,0.0007266076,0.00003971805,0.00006257369,0.0001392506,0.0003475797],"domain_scores_gemma":[0.99756,0.0001473304,0.0002043641,0.00004289457,0.0001578141,0.001887479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004043628,0.002189001,0.2479741,0.0009314435,0.00022595,0.006011483,0.447919,0.0003124233,0.002480908,0.006204092,0.05069753,0.2346497],"study_design_scores_gemma":[0.00005675445,0.001976753,0.3451182,0.00110099,0.0001148231,0.002686717,0.536202,0.0008133418,0.0005206527,0.005833203,0.1054482,0.000128277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318735,0.00523251,0.0007046883,0.04670995,0.000583717,0.0001252282,0.0000569014,0.0000354114,0.01467796],"genre_scores_gemma":[0.990343,0.002720855,0.0005812586,0.004239837,0.0001644263,0.00009532139,0.00004028109,0.0000115546,0.001803421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03375614,"threshold_uncertainty_score":0.0671193,"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."}}