{"id":"W2899074306","doi":"10.1108/ijmhsc-04-2018-0023","title":"Lifestyle and weight changes among immigrants in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"","keywords":"Overweight; Obesity; Immigration; Stressor; Mood; Gerontology; Mental health; Psychological intervention; Environmental health; Medicine; Food choice; Psychosocial; Feeling; Psychology; Social psychology; Psychiatry; Geography","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":[0.0003832071,0.0001946681,0.0002248396,0.0007310079,0.003950503,0.001169749,0.0005303844,0.0002879765,0.00237025],"category_scores_gemma":[0.001348949,0.0001271719,0.0003756013,0.001718627,0.0009140156,0.0002575777,0.001074721,0.0008497791,0.0001306768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960628,"about_ca_system_score_gemma":0.03158038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867471,"about_ca_topic_score_gemma":0.9925304,"domain_scores_codex":[0.9995577,0.00003346189,0.00001680655,0.00004389691,0.0001206665,0.0002274267],"domain_scores_gemma":[0.999271,0.00002740058,0.0001312061,0.00001597329,0.0002438749,0.000310604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008477852,0.00006369632,0.9696723,0.00008396672,0.00003691266,0.000359588,0.007978394,0.00005626211,0.0002649517,0.0002366817,0.001728464,0.0194339],"study_design_scores_gemma":[0.00000668929,0.00003302591,0.9735578,0.0001155595,0.00002138904,0.0001232249,0.02301931,0.00007982935,0.00006453967,0.00006490644,0.00290098,0.00001280053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932636,0.001221402,0.0000471125,0.001045774,0.00003833727,0.000028366,0.0006765731,0.000008154944,0.003670576],"genre_scores_gemma":[0.996837,0.001087297,0.0001086434,0.0003616243,0.000008281199,0.00001210647,0.0003295922,0.000004639231,0.001250767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960628,"threshold_uncertainty_score":0.1422542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216805483993383,"score_gpt":0.4099835589997399,"score_spread":0.377815504159806,"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."}}