{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256161,0.00008093524,0.0002444212,0.00005789459,0.0008368401,0.0008059916,0.0002335825,0.00005102678,0.0000404389],"category_scores_gemma":[0.0001350894,0.00007545682,0.00004231941,0.0002604298,0.00003129112,0.0004871509,0.0001990679,0.0001062029,0.000002655045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395468,"about_ca_system_score_gemma":0.0007502461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01554479,"about_ca_topic_score_gemma":0.02388756,"domain_scores_codex":[0.9987429,0.0001371696,0.000209009,0.0002798488,0.0001509742,0.0004800736],"domain_scores_gemma":[0.9994539,0.0002278017,0.00005188274,0.00005955487,0.00001694481,0.000189893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000165342,0.0003031793,0.1042127,0.001424494,0.00009795656,0.0001049963,0.4017946,0.000004893669,0.00005904416,0.01592926,0.05530956,0.4205939],"study_design_scores_gemma":[0.003493209,0.0002032681,0.2652515,0.001772839,0.0001205962,0.000006430668,0.06125027,0.003711992,0.0001713374,0.007111065,0.6557414,0.001166097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920939,0.0002346232,0.0001501284,0.06970908,0.0003123753,0.002181226,0.0000375405,0.0001336462,0.00630234],"genre_scores_gemma":[0.9954617,0.00005831989,0.0004077994,0.003196341,0.0003706841,0.00009553108,0.000008468907,0.00001683656,0.0003843322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6004319,"threshold_uncertainty_score":0.993924,"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."}}