{"id":"W7035700643","doi":"","title":"African Immigrants' Mental Health in Canada","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Taboo; Immigration; Population; Middle Eastern Mental Health Issues & Syndromes; Transparency (behavior)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004960299,0.0001816743,0.000305071,0.0002239326,0.0005137232,0.0001129434,0.000635329,0.0001236633,0.0001958845],"category_scores_gemma":[0.00008079163,0.000220657,0.00007585154,0.001012864,0.0001090768,0.0008431758,0.0001905596,0.0005807588,0.00004236694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396463,"about_ca_system_score_gemma":0.004877371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.452001,"about_ca_topic_score_gemma":0.9984586,"domain_scores_codex":[0.9972942,0.0007518768,0.0002598125,0.0004469213,0.0005716668,0.0006755328],"domain_scores_gemma":[0.9989386,0.0001102018,0.0001480966,0.0002428373,0.0000778973,0.0004823346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001636145,0.00003541905,0.994135,0.000008984156,0.00001244256,0.0002031984,0.003821807,0.000002255132,0.00005523932,0.0001839926,0.00001756911,0.001507704],"study_design_scores_gemma":[0.0006228382,0.00001321228,0.8521459,0.0001175331,0.000006001795,0.000005359357,0.02940399,6.345103e-8,0.0003082761,0.00003815143,0.1170716,0.0002670478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872685,0.0002322667,0.0000084183,0.01022135,0.000501247,0.0001727335,0.0000561395,0.0000551986,0.001484115],"genre_scores_gemma":[0.9904782,0.0005663728,0.000008486698,0.002183684,0.0000618826,4.171602e-7,0.00002524287,0.00001573087,0.006660029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5464576,"threshold_uncertainty_score":0.8998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09135032719832174,"score_gpt":0.3437902920983623,"score_spread":0.2524399649000406,"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."}}