{"id":"W2484473026","doi":"10.1192/bjp.bp.115.169094","title":"Social support and protection from depression: systematic review of current findings in Western countries","year":2016,"lang":"en","type":"review","venue":"The British Journal of Psychiatry","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1199,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Social support; Checklist; Psychology; Meta-analysis; Cohort study; Cohort; Depression (economics); Systematic review; Causality (physics); Critical appraisal; Clinical psychology; Demography; Medicine; Gerontology; MEDLINE; Social psychology; Alternative medicine","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":[0.005539453,0.001481507,0.006400624,0.007125496,0.0004859586,0.001778961,0.001182846,0.001202904,0.003807864],"category_scores_gemma":[0.02363854,0.0008358155,0.007445684,0.007739265,0.0006302453,0.001238637,0.001297025,0.0008954006,0.0002022515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764565,"about_ca_system_score_gemma":0.005990946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009226833,"about_ca_topic_score_gemma":0.02527446,"domain_scores_codex":[0.9966808,0.001166007,0.001200394,0.0003309935,0.0004923001,0.0001295487],"domain_scores_gemma":[0.986487,0.009947015,0.002336391,0.0001669811,0.0008805207,0.0001820059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003377292,0.00002679007,0.002417817,0.9030715,0.02236028,0.00009565854,0.0002301885,0.0001249714,0.00012622,0.0001891139,0.001735204,0.0692845],"study_design_scores_gemma":[0.000395185,0.0004048669,0.02210811,0.7632769,0.1909679,0.0005930659,0.0005087796,0.0001245561,0.0002426595,0.000510358,0.02080723,0.00006039271],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001069876,0.9983193,0.00005719998,0.0001301641,0.00004984339,0.00006075119,0.0001717347,0.000003106937,0.0001379721],"genre_scores_gemma":[0.01386122,0.9853153,0.0002533185,0.000209835,0.00005686448,0.0001326162,0.0001269729,0.000002296182,0.00004158652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009226833,"threshold_uncertainty_score":0.02929574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04763534297538972,"score_gpt":0.3935783409174993,"score_spread":0.3459429979421095,"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."}}