{"id":"W4408841806","doi":"10.57187/s.3884","title":"Mental health of informal caregivers during the COVID-19 pandemic: a Swiss cohort study","year":2025,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fondation des Grangettes; Canton de Genève; Swiss School of Public Health; Bundesamt für Gesundheit; Fondation privée des Hôpitaux universitaires de Genève","keywords":"Medicine; Mental health; Distress; Mental distress; Odds ratio; Pandemic; Population; Psychiatry; General Health Questionnaire; Cohort; Odds; Feeling; Cohort study; Logistic regression; Gerontology; Coronavirus disease 2019 (COVID-19); Clinical psychology; Environmental health; Psychology; Disease","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":[0.000684806,0.0005535144,0.0003155497,0.0008065054,0.0008132535,0.0007833036,0.0002910519,0.0004254516,0.001977744],"category_scores_gemma":[0.001340868,0.0003252473,0.0005924535,0.0009265984,0.0003178968,0.0004879027,0.0006953825,0.0005298157,0.0002827594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006783757,"about_ca_system_score_gemma":0.0006480032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04828509,"about_ca_topic_score_gemma":0.05324545,"domain_scores_codex":[0.9996111,0.00007963856,0.00003375355,0.0001000542,0.00006910829,0.0001064531],"domain_scores_gemma":[0.9992697,0.0000729425,0.0002936641,0.00007275485,0.0001013278,0.0001895848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143407,0.0000531308,0.9969031,0.00002661704,0.00004955028,0.0003795177,0.0009075156,0.00002874946,0.0002182721,0.00002042521,0.0003473262,0.000951368],"study_design_scores_gemma":[0.00001494804,0.0001058571,0.9981926,0.00003283704,0.00002482637,0.0002373004,0.001015791,0.00007750066,0.00002406449,0.00001436893,0.0002532386,0.000006810857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989321,0.0001876371,0.00003625957,0.00003961063,0.000005178267,0.00002678288,0.0005841724,0.000001562585,0.0001868706],"genre_scores_gemma":[0.9988407,0.0002186521,0.00004152319,0.00002976002,0.000009164237,0.00005044144,0.0006233529,0.000001558937,0.0001847464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04828509,"threshold_uncertainty_score":0.09600812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242845531658803,"score_gpt":0.3648044807042511,"score_spread":0.342376025387663,"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."}}