{"id":"W4414469983","doi":"10.3389/fpubh.2025.1626124","title":"Average or extraordinary? A tale of two studied samples’ anxiety related recovery work after COVID-19","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta; Memorial University of Newfoundland; MacEwan University","funders":"MacEwan University; University of Alberta","keywords":"Anxiety; Work (physics); MEDLINE; Anxiety disorder","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":[0.002481792,0.0003186502,0.0004516879,0.001343153,0.005737048,0.002845927,0.001177863,0.0008302092,0.003025006],"category_scores_gemma":[0.006657352,0.0002692583,0.0004920784,0.001091194,0.002690034,0.00232903,0.003661445,0.001737444,0.0004836377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00429711,"about_ca_system_score_gemma":0.003488127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1486256,"about_ca_topic_score_gemma":0.2372085,"domain_scores_codex":[0.9981222,0.0005805496,0.000106273,0.0002017116,0.0003697878,0.0006194665],"domain_scores_gemma":[0.9982802,0.0002864254,0.0002339148,0.0001300067,0.0006121525,0.0004572754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001953128,0.0002723814,0.2210112,0.0001834456,0.0000346966,0.00115378,0.7380627,0.00001969948,0.00123728,0.00157065,0.009026557,0.02723229],"study_design_scores_gemma":[0.00001116283,0.0001851094,0.1372279,0.0001187791,0.00001494952,0.0004693244,0.8523803,0.0000639558,0.0001779422,0.0003806621,0.008941561,0.0000283294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921756,0.0004333098,0.0003778884,0.003261284,0.0001222227,0.0001288605,0.0002991619,0.000008662763,0.003192995],"genre_scores_gemma":[0.9928329,0.0004360485,0.0004646952,0.002652676,0.00006768,0.0002792345,0.0002815716,0.00001492899,0.002970261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486256,"threshold_uncertainty_score":0.295521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753383272307105,"score_gpt":0.4050526662008372,"score_spread":0.3375188334777661,"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."}}