{"id":"W2943727749","doi":"10.1016/j.ssmph.2019.100385","title":"Relationships between psychological distress and health behaviors among Canadian adults: Differences based on gender, income, education, immigrant status, and ethnicity","year":2019,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Douglas Mental Health University Institute; Douglas College; Hôpital Louis-H Lafontaine; Université du Québec à Montréal","funders":"Faculty of Health Sciences, Queen's University; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; HEC Montréal; Canada Foundation for Innovation; Fonds de Recherche du Québec - Santé; Université du Québec à Chicoutimi; Université du Québec à Montréal","keywords":"Psychosocial; Socioeconomic status; Ethnic group; Population; Psychological intervention; Gerontology; Health equity; Social support; Household income; Psychology; Medicine; Environmental health; Public health; Demography; Psychiatry; Social psychology; Geography","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":[0.001431174,0.0004748963,0.000412626,0.001276638,0.002353735,0.0009376956,0.001132738,0.0003556827,0.003647688],"category_scores_gemma":[0.003275139,0.0002735719,0.0009435577,0.002706507,0.0007434889,0.000352513,0.0009673315,0.0005575784,0.0001768645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0140484,"about_ca_system_score_gemma":0.02235975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898658,"about_ca_topic_score_gemma":0.9943781,"domain_scores_codex":[0.9990959,0.0000801757,0.0000577621,0.0001598464,0.0003150429,0.0002913228],"domain_scores_gemma":[0.9987193,0.000109465,0.0002887226,0.00006164794,0.0005078715,0.0003130266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003829907,0.00001202623,0.9951615,0.00002813743,0.00006058225,0.0000208615,0.0005036051,0.0000482449,0.00005775497,0.000104545,0.0006378097,0.003326713],"study_design_scores_gemma":[0.000003179681,0.000008013594,0.9984564,0.00002781219,0.00002867732,0.00001952325,0.0007945711,0.0001446523,0.00002148529,0.0000296387,0.0004600017,0.000005975878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902429,0.001598555,0.0001799043,0.0008274794,0.0000241346,0.00003437843,0.00423182,0.00001219747,0.002848649],"genre_scores_gemma":[0.9973041,0.0005168132,0.0001787639,0.0000950125,0.000006088357,0.00001235963,0.001308542,0.000003787911,0.0005745637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140484,"threshold_uncertainty_score":0.1019288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08689590307510636,"score_gpt":0.4162739524727928,"score_spread":0.3293780493976864,"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."}}