{"id":"W4402527484","doi":"10.1016/j.jad.2024.09.071","title":"The association of material deprivation with major depressive disorder and the role of loneliness and social support: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"European Regional Development Fund; Horizon 2020; Instituto de Salud Carlos III; European Social Fund; Seventh Framework Programme; Ministerio de Ciencia e Innovación; Centro de Investigación Biomédica en Red de Salud Mental; Generalitat de Catalunya; European Commission","keywords":"Loneliness; Cross-sectional study; Association (psychology); Social support; Major depressive disorder; Psychology; Social deprivation; Clinical psychology; Psychiatry; Depression (economics); Medicine; Psychotherapist; Mood","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":[0.001030203,0.0002998807,0.0004167407,0.0005950876,0.0009176059,0.0009739362,0.0005433226,0.0007852101,0.001225925],"category_scores_gemma":[0.002256212,0.0005812554,0.0006907172,0.0009626821,0.0004946334,0.0009097639,0.0008301582,0.001055391,0.0001847199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095307,"about_ca_system_score_gemma":0.0004974515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152256,"about_ca_topic_score_gemma":0.02241141,"domain_scores_codex":[0.9992944,0.0002864087,0.00007649377,0.000142011,0.00007828992,0.0001223572],"domain_scores_gemma":[0.9984109,0.0002652534,0.0005712888,0.0001390592,0.0001536216,0.0004597483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006740574,0.0001018805,0.9992506,0.00000645195,0.0001154256,0.00002561514,0.000100291,0.00001011148,0.00005996477,0.00001295204,0.00003535351,0.0002139777],"study_design_scores_gemma":[0.000003463778,0.00007575881,0.9993919,0.000003014168,0.00003050604,0.00005253257,0.0003323205,0.00004472404,0.00001017318,0.00001002654,0.00004284837,0.000002683286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992998,0.0002020397,0.00003989792,0.00003744062,0.000006962606,0.000005943353,0.0001897453,9.168199e-7,0.0002173185],"genre_scores_gemma":[0.999595,0.00008798062,0.000046757,0.00003117371,0.000007735101,0.000006759672,0.0001349557,7.830234e-7,0.00008889503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152256,"threshold_uncertainty_score":0.03027391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006107053247554717,"score_gpt":0.3082611372414286,"score_spread":0.3021540839938739,"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."}}