{"id":"W4409408275","doi":"10.1093/acrefore/9780190632366.013.577","title":"Immigration, Housing, and Health","year":2025,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Global Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immigration; Business; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01097975,0.0006032836,0.001869491,0.0007046736,0.003470979,0.00006373665,0.000795358,0.0008488417,0.0002105753],"category_scores_gemma":[0.001519993,0.0005131117,0.0001732536,0.00213126,0.0005370622,0.0002700101,0.001464405,0.003299263,0.0000307235],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356145,"about_ca_system_score_gemma":0.04228231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03094067,"about_ca_topic_score_gemma":0.02867878,"domain_scores_codex":[0.9868532,0.004132723,0.002348505,0.001122468,0.002133455,0.003409608],"domain_scores_gemma":[0.9944156,0.0009786561,0.001167484,0.0009282149,0.001166671,0.001343335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001641677,0.0001114779,0.07008819,0.004518583,0.00008957624,0.000001759507,0.0008397889,1.947523e-8,7.88992e-10,0.01874171,0.6290032,0.2765892],"study_design_scores_gemma":[0.0007178705,0.0005685791,0.04110112,0.002783606,0.000009775176,8.483494e-7,0.002669729,0.000002605935,5.066686e-9,0.00347373,0.9484007,0.0002714395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004726186,0.05414479,0.0001197718,0.2396205,0.001973239,0.002960678,0.001229685,0.0001465025,0.6993322],"genre_scores_gemma":[0.0008472866,0.8218395,0.0002647288,0.002470591,0.001234032,0.0003794477,0.0008764152,0.00004741416,0.1720406],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7676947,"threshold_uncertainty_score":0.9997321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163053054830661,"score_gpt":0.4951866022071855,"score_spread":0.3321335473765245,"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."}}