{"id":"W7092500678","doi":"10.17605/osf.io/36khc","title":"Integration and its relationship to mental health trajectories over time for Syrian refugees in Canada: A latent class growth analysis","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Refugee; Mental health; Government (linguistics); Settlement (finance); Private sector; Documentation; Health care","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001840366,0.0007432781,0.0007547037,0.002692951,0.00521025,0.00307243,0.002342374,0.0008980506,0.003481194],"category_scores_gemma":[0.003296749,0.0006235681,0.002307352,0.005273761,0.001626431,0.001051652,0.003450417,0.002348389,0.0004523268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02451171,"about_ca_system_score_gemma":0.04108014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811493,"about_ca_topic_score_gemma":0.9853401,"domain_scores_codex":[0.9987275,0.0001178474,0.00009743681,0.0002125871,0.0002838461,0.0005608894],"domain_scores_gemma":[0.9976047,0.000163667,0.0004094983,0.0001589537,0.0009647511,0.0006984586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008351359,0.0000603993,0.9933531,0.00003551136,0.00009802297,0.00005910079,0.002390252,0.0001271195,0.00007562207,0.0001611034,0.0009443582,0.002611823],"study_design_scores_gemma":[0.000008420442,0.00004271737,0.9865206,0.0001408933,0.00007163024,0.00004783448,0.01080522,0.001111027,0.00004073855,0.00007787841,0.001099447,0.00003356953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935947,0.0004961276,0.0001795252,0.0004820999,0.00002278532,0.0000798448,0.004216867,0.00001187848,0.0009162902],"genre_scores_gemma":[0.9943697,0.0005138479,0.0003948603,0.00008413493,0.00000753961,0.0001158023,0.003585397,0.00001353442,0.0009151685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02451171,"threshold_uncertainty_score":0.1778457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601943100851139,"score_gpt":0.3693538002152096,"score_spread":0.3433343692066982,"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."}}