{"id":"W2752695439","doi":"10.1177/1363461517724985","title":"Predictors of positive mental health among refugees: Results from Canada’s General Social Survey","year":2017,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Refugee; Immigration; Psychology; Acculturation; Disadvantage; Affect (linguistics); Psychiatry; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003748657,0.0002465368,0.0004078877,0.00003236836,0.00100281,0.00003659994,0.0004119988,0.0001729867,0.0001684805],"category_scores_gemma":[0.00001826227,0.0002063012,0.0001449701,0.0000623188,0.0001792652,0.0001595152,0.00001113392,0.0002871093,0.000009339253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198687,"about_ca_system_score_gemma":0.0007705574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708126,"about_ca_topic_score_gemma":0.9942353,"domain_scores_codex":[0.9975564,0.0003663692,0.0007486716,0.0004771704,0.000352713,0.0004987021],"domain_scores_gemma":[0.9985705,0.00003527111,0.0005649054,0.0004605669,0.00009749547,0.0002712478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001652157,0.0002078429,0.6787909,0.00002979526,0.0003709263,0.000001847532,0.03733625,0.000001409554,0.00003074108,0.0007628049,0.2801049,0.0007104212],"study_design_scores_gemma":[0.003102898,0.0001553021,0.9942716,0.00003803067,0.00002380253,0.00000204427,0.001162977,0.000003710041,0.00001893522,0.00004669827,0.0009747529,0.0001992313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676123,0.0003591765,0.000006026323,0.008955894,0.005905787,0.000457157,0.01321716,0.00003431396,0.00345221],"genre_scores_gemma":[0.9940227,0.00001918687,0.0001416858,0.000499055,0.000927784,0.000009579537,0.00308711,0.00002186328,0.001271049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3154807,"threshold_uncertainty_score":0.8412718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206730312157452,"score_gpt":0.3251140429456433,"score_spread":0.3030467398240688,"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."}}