{"id":"W4312537768","doi":"10.1177/23780231221139361","title":"Immigration, Homeownership, and Mental Health","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Native-Born; Immigration; Foreign born; Mental health; Psychological distress; Demographic economics; Demography; Psychology; Geography; Sociology; Economics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095714,0.0001601487,0.0001549937,0.0007172508,0.00132153,0.0007715207,0.0002719686,0.0002433212,0.002044459],"category_scores_gemma":[0.00185013,0.0001293336,0.0002512802,0.0008120411,0.0007891141,0.0002331832,0.0007124019,0.0004144795,0.0001005342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548049,"about_ca_system_score_gemma":0.001684687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4325023,"about_ca_topic_score_gemma":0.6174955,"domain_scores_codex":[0.9998274,0.00003767028,0.00001101535,0.0000167221,0.0000424779,0.00006474075],"domain_scores_gemma":[0.9989896,0.0001723904,0.0003158094,0.00002171923,0.0001112448,0.000389214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001516718,0.00002356181,0.9983102,0.000004211078,0.0000139492,0.0000447561,0.0003946563,0.00001295563,0.00002433619,0.00001900758,0.00005202798,0.001085204],"study_design_scores_gemma":[8.476779e-7,0.00001735888,0.9989109,0.000005496844,0.000005739481,0.00002656251,0.00093795,0.00001998685,0.000005802498,0.000006323342,0.00006227924,7.268643e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992751,0.0001842614,0.000005524989,0.0001125897,0.000003255783,0.000002341707,0.00003904062,4.311017e-7,0.0003775028],"genre_scores_gemma":[0.9994066,0.0002291835,0.00001399592,0.00002516765,0.000004020519,0.000002167882,0.0000562504,2.854374e-7,0.0002621839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4325023,"threshold_uncertainty_score":0.8599696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2120212164343566,"score_gpt":0.5430376841012545,"score_spread":0.331016467666898,"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."}}