{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663763,0.0002394847,0.0003896705,0.0003028379,0.0007542677,0.00004491896,0.00009985481,0.0001996206,0.0002749257],"category_scores_gemma":[0.00001521,0.0002085717,0.00003300867,0.0002578849,0.00006939847,0.0001414312,0.00001484866,0.0004451714,0.0000282697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876543,"about_ca_system_score_gemma":0.0001770023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5817648,"about_ca_topic_score_gemma":0.2595244,"domain_scores_codex":[0.9971697,0.0006731358,0.0006577813,0.0006187528,0.000236355,0.0006443048],"domain_scores_gemma":[0.9980489,0.0001502292,0.0003830013,0.0003510556,0.00003645281,0.00103034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004063346,0.0001813174,0.9533563,0.0001324031,0.000005893887,4.324419e-7,0.002084891,0.000001592401,1.886956e-8,0.002102424,0.0001832324,0.0419109],"study_design_scores_gemma":[0.000931318,0.0005013032,0.9957778,0.0001799516,0.000008618516,0.000001194502,0.001693815,0.00007791896,6.898911e-8,0.0006115201,0.00004214853,0.0001743403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938728,0.0009346225,0.00001161091,0.00234701,0.00054477,0.001628301,0.0002476305,0.00005599976,0.0003572349],"genre_scores_gemma":[0.9963877,0.0001182485,0.0001502485,0.001295881,0.00007872063,0.0001037232,0.001692977,0.00002158088,0.0001509588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3222405,"threshold_uncertainty_score":0.8505309,"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."}}