{"id":"W4409805150","doi":"10.3390/ijerph22050682","title":"Double Burden of Distress: Exploring the Joint Associations of Loneliness and Financial Strain with Suicidal Ideation During the COVID-19 Pandemic in Canada","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":"Dalhousie University","funders":"Research Nova Scotia; Mitacs","keywords":"Loneliness; Suicidal ideation; Odds; Psychosocial; Mental health; Odds ratio; Clinical psychology; Stressor; Distress; Psychiatry; Medicine; Psychology; Logistic regression; Poison control; Suicide prevention; Environmental health; Internal medicine","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":[0.001648938,0.0005031399,0.0006397185,0.001713843,0.003166646,0.001857041,0.00163211,0.0006532535,0.001692122],"category_scores_gemma":[0.004777067,0.0004374305,0.001473755,0.004181079,0.000911762,0.0008451105,0.002559021,0.001499827,0.0001324377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01861029,"about_ca_system_score_gemma":0.03014495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861366,"about_ca_topic_score_gemma":0.9915252,"domain_scores_codex":[0.9986317,0.0002366649,0.00009880537,0.0001761947,0.0002812055,0.0005754087],"domain_scores_gemma":[0.9966817,0.0002598399,0.000815791,0.00013376,0.001040462,0.00106841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002826752,0.00001568209,0.9969584,0.00002696318,0.00005883338,0.00003380734,0.000858911,0.00005025595,0.00001851638,0.0000507824,0.0002981879,0.001601367],"study_design_scores_gemma":[0.000002653071,0.0000164253,0.9963347,0.00004482907,0.00002852301,0.0000291313,0.00298697,0.0002510617,0.00001222052,0.00002616395,0.0002573871,0.00001000512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953252,0.0006935922,0.000105598,0.000620917,0.00001412783,0.00005850867,0.002262148,0.00000395254,0.0009160147],"genre_scores_gemma":[0.9980275,0.0004365603,0.0001729491,0.00009425794,0.000009039684,0.00003362515,0.0009522603,0.00000264047,0.0002711388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861029,"threshold_uncertainty_score":0.1350278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199960832228369,"score_gpt":0.44604437105259,"score_spread":0.2460835388242211,"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."}}