{"id":"W4401552528","doi":"10.1177/21582440241271292","title":"Social Support, Depression and Self-Reported Physical Health in Persons Waiting for Access to Subsidized Housing","year":2024,"lang":"en","type":"article","venue":"SAGE Open","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Saint John Regional Hospital; Dalhousie University; University of New Brunswick","funders":"Institute of Population and Public Health; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Mental health; Social support; Subsidy; Psychological intervention; Psychology; Multilevel model; Scale (ratio); Subsidized housing; Depression (economics); Gerontology; Social determinants of health; Public health; Environmental health; Psychiatry; Medicine; Political science; Social psychology; Economics; Nursing; 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":[0.000487686,0.0001150619,0.0002716768,0.0004780609,0.001065284,0.0005995765,0.0003556866,0.0003246311,0.001160833],"category_scores_gemma":[0.001468197,0.0001446259,0.0002933306,0.0007151309,0.000433831,0.0002743989,0.0004753792,0.0006560958,0.0001060802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308739,"about_ca_system_score_gemma":0.002175597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5795577,"about_ca_topic_score_gemma":0.753237,"domain_scores_codex":[0.9997059,0.00005946185,0.00001664356,0.00002614587,0.00005979703,0.0001320421],"domain_scores_gemma":[0.9994011,0.00008105259,0.0001463026,0.00001990007,0.00009600224,0.0002556152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003026811,0.0000681884,0.9973379,0.000005963022,0.00001322505,0.00003318651,0.0007839669,0.0000150566,0.00005615666,0.0000159945,0.0001264749,0.001513567],"study_design_scores_gemma":[0.000002306187,0.00002904816,0.9978573,0.000007553106,0.000005103187,0.00001792704,0.001947738,0.0000447939,0.00000932395,0.000007911497,0.00006917454,0.000001710947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996154,0.00006651675,0.000006539174,0.00007280204,0.000001743877,0.000004514279,0.00006777371,2.766584e-7,0.00016438],"genre_scores_gemma":[0.9995888,0.00008121112,0.00002010657,0.00003621019,0.000002194924,0.000005698198,0.00009547424,2.533903e-7,0.0001701485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5795577,"threshold_uncertainty_score":0.8458367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09977383893251396,"score_gpt":0.4759049539921331,"score_spread":0.3761311150596191,"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."}}