{"id":"W77653977","doi":"","title":"Immigrants and mental health services: increasing collaboration with other service providers.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Mental health; Refugee; Immigration; Interpreter; Service provider; Service (business); Nursing; Work (physics); Mental health care; Medicine; Psychology; Public relations; Political science; Psychiatry; Business","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":[0.0003996727,0.0001232694,0.0001453661,0.00007112021,0.0001876534,0.00005979231,0.00006448044,0.00006124443,0.0000637563],"category_scores_gemma":[0.000002659336,0.0001047522,0.000009196939,0.0002802352,0.00001920334,0.0002688046,0.000009094656,0.00007682254,0.00003701614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007467558,"about_ca_system_score_gemma":0.00006203336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01159153,"about_ca_topic_score_gemma":0.1113775,"domain_scores_codex":[0.9988014,0.0001477526,0.0002288282,0.0002727619,0.0001434287,0.0004058347],"domain_scores_gemma":[0.9993721,0.00002610682,0.0001393703,0.0001712862,0.00006231973,0.0002287965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002834791,0.0006121685,0.3059981,0.001002803,0.0001969065,0.000003465412,0.2250277,0.00001329136,0.00002513412,0.001867054,0.006718945,0.4556996],"study_design_scores_gemma":[0.002281221,0.00006749626,0.9097958,0.00003206574,0.00001025155,0.00004416368,0.01000808,0.00008042727,0.00001751359,0.00002378144,0.07747916,0.0001600917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772597,0.001247916,0.00002576425,0.01752306,0.0001159377,0.001623682,0.00004225819,0.00008242659,0.002079251],"genre_scores_gemma":[0.9824206,0.00002574968,0.0005159493,0.01581918,0.0001746451,0.0006449103,0.00004421706,0.00002306922,0.0003316988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6037976,"threshold_uncertainty_score":0.9949903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346991666396805,"score_gpt":0.2715478504371484,"score_spread":0.2580779337731803,"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."}}