{"id":"W7161770428","doi":"10.82308/34870","title":"Improving access to mental health services among East Asian immigrants","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Psychological intervention; Social environment","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":[0.001474069,0.0002484207,0.0003080075,0.00045001,0.001105282,0.001500726,0.0004903876,0.0005815263,0.007091474],"category_scores_gemma":[0.004773534,0.0001338898,0.0004832397,0.0007828037,0.0005266001,0.0008155296,0.001756201,0.0007041201,0.0004991381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227676,"about_ca_system_score_gemma":0.00509352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07074545,"about_ca_topic_score_gemma":0.1632777,"domain_scores_codex":[0.9993375,0.0002136888,0.00005209632,0.00005404043,0.00009895039,0.0002437198],"domain_scores_gemma":[0.9989618,0.00028653,0.0002118524,0.00006026242,0.0002127974,0.0002666986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004282975,0.001021464,0.7193981,0.00153579,0.0003043372,0.0006702493,0.02668357,0.0002236453,0.00161275,0.0028789,0.004507445,0.2407354],"study_design_scores_gemma":[0.0001159968,0.0009699552,0.9061198,0.002183541,0.0004616913,0.0002748639,0.06703436,0.000270007,0.0006137158,0.0008666178,0.02105265,0.00003671897],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823753,0.003212289,0.0001710527,0.0023578,0.00008675186,0.00008502867,0.0002551662,0.000008760682,0.01144786],"genre_scores_gemma":[0.9863603,0.006270219,0.0004610055,0.001958453,0.00005731591,0.0001692751,0.0001873306,0.000005111781,0.004530941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07074545,"threshold_uncertainty_score":0.1406674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753930805897454,"score_gpt":0.3676062288910774,"score_spread":0.3500669208321028,"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."}}