{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008461024,0.0002597282,0.0003208616,0.001424494,0.001694056,0.0009099013,0.0006875733,0.0003215619,0.00149897],"category_scores_gemma":[0.002114802,0.0002705248,0.0005641741,0.002793986,0.0005908312,0.0003529923,0.001045179,0.0006712014,0.0002510527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006172422,"about_ca_system_score_gemma":0.008496403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594824,"about_ca_topic_score_gemma":0.9788275,"domain_scores_codex":[0.9993961,0.00007875778,0.0000555587,0.00006688506,0.0002025902,0.0002002189],"domain_scores_gemma":[0.9984641,0.00009444372,0.0003299133,0.00005232203,0.0005947787,0.000464485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000233879,0.0000268968,0.9970283,0.00001846094,0.0000250739,0.00002784726,0.000650571,0.0000208515,0.00003548584,0.00002204184,0.0006703741,0.001450765],"study_design_scores_gemma":[0.000002458869,0.00001199222,0.9977088,0.00001478565,0.000005929281,0.00001675169,0.001855119,0.0000317994,0.00000974282,0.000006632657,0.0003324221,0.000003579818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923247,0.0003287831,0.000037299,0.0003123949,0.00001042167,0.00005689193,0.005636877,0.000004268225,0.001288402],"genre_scores_gemma":[0.9950783,0.0005412636,0.0001050966,0.000151091,0.000006523389,0.00003638236,0.003529906,0.000003814222,0.0005477371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04051757,"threshold_uncertainty_score":0.08151233,"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."}}