{"id":"W4412594859","doi":"10.1016/j.jad.2025.119950","title":"Psychological distress and vulnerability: Contrasting associations with cognitive performances based on sex and cardiovascular health","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Institut Universitaire en Santé Mentale de Québec; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Fondation Mirella et Lino Saputo; Fondation Institut de Cardiologie de Montréal; Université de Montréal","keywords":"Anxiety; Clinical psychology; Loneliness; Cognition; Psychology; Distress; Rumination; Depression (economics); Stressor; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00059507,0.0002931872,0.0002591513,0.0009518112,0.0002528037,0.0006599042,0.0002479356,0.000373773,0.00170657],"category_scores_gemma":[0.003112612,0.0001723604,0.0004913107,0.0006850548,0.0003837117,0.0004272002,0.000744855,0.00038176,0.0001444102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339962,"about_ca_system_score_gemma":0.0001718933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280162,"about_ca_topic_score_gemma":0.003538863,"domain_scores_codex":[0.9996258,0.0001052197,0.00003799024,0.00007833351,0.00006353013,0.00008904898],"domain_scores_gemma":[0.9985899,0.0004188228,0.0005159894,0.00008013371,0.00009149227,0.0003034803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470323,0.00002364676,0.9977894,0.00000811769,0.00006788244,0.00003311666,0.0001743775,0.00001314391,0.000153609,0.00001881783,0.00002142434,0.001549427],"study_design_scores_gemma":[0.000001405692,0.0000413926,0.9996585,0.000002340885,0.000009613725,0.00004065573,0.0001633838,0.00002933205,0.00001214061,0.00001966929,0.00002008382,0.000001458326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992234,0.0002468262,0.00002760153,0.00002699425,0.000004224911,0.000003115735,0.00008199351,0.000001034672,0.0003848399],"genre_scores_gemma":[0.9997383,0.00005700993,0.00002239102,0.00001278268,0.000005818707,0.000002897899,0.00007590868,7.211942e-7,0.00008411969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280162,"threshold_uncertainty_score":0.005709052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477013292036546,"score_gpt":0.3894680055151094,"score_spread":0.3646978725947439,"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."}}