{"id":"W4413129396","doi":"10.3390/ijerph22081260","title":"Health, Psychological Distress, and Functioning During the COVID-19 Pandemic Among Danish Adults with and Without a Preexisting Mental Illness","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"TrygFonden","keywords":"Loneliness; Mental health; Mental illness; Psychiatry; Boredom; Distress; Danish; Clinical psychology; Medicine; Mental distress; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007327006,0.0001898291,0.0002686014,0.0008033289,0.0006622674,0.0006972649,0.0002349059,0.0003478414,0.0008447281],"category_scores_gemma":[0.001860591,0.000231214,0.0004717397,0.001025862,0.0003423498,0.000408354,0.001024224,0.0003857886,0.0001215819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634679,"about_ca_system_score_gemma":0.0005985943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07775652,"about_ca_topic_score_gemma":0.1290607,"domain_scores_codex":[0.9994212,0.0001276477,0.0001176415,0.00009407118,0.00008538154,0.0001541052],"domain_scores_gemma":[0.9991885,0.00009346184,0.000351318,0.00004152362,0.0001189164,0.0002064219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004946951,0.00001418427,0.9984983,0.00002036754,0.00002207116,0.00003217573,0.000601959,0.00001705426,0.00006902208,0.00000755932,0.00006615827,0.0006016103],"study_design_scores_gemma":[0.000001430659,0.00003211251,0.9984134,0.000008190763,0.000005629634,0.00002937001,0.001341166,0.0000180863,0.00001254786,0.00000275294,0.000133044,0.00000220066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988354,0.0001877775,0.00001564584,0.00002223022,0.000004684517,0.000008634925,0.0006829046,4.245794e-7,0.0002423359],"genre_scores_gemma":[0.9987966,0.0001530753,0.00004201576,0.00002364737,0.000003082674,0.00001449411,0.0008047343,2.804236e-7,0.0001620675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07775652,"threshold_uncertainty_score":0.1546078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09950883906164663,"score_gpt":0.4669330636932602,"score_spread":0.3674242246316136,"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."}}