{"id":"W7065261031","doi":"","title":"Development and Evaluation of Culturally Adapted CBT to Improve Community Mental Health Services for Canadians of South Asian Origin - Final Report 2023","year":2023,"lang":"en","type":"other","venue":"Kent Academic Repository (University of Kent)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Multiculturalism; Affect (linguistics); Adaptation (eye); Perception; South asia; Ethnic group","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":[0.0005455809,0.0001869719,0.000480001,0.0002105525,0.0002516164,0.000006237381,0.0003205257,0.0001419942,0.00007142929],"category_scores_gemma":[0.000002882092,0.0002127709,0.0001298613,0.0002039031,0.00007689211,0.00007844463,0.00008258376,0.0002775676,0.000002241101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446978,"about_ca_system_score_gemma":0.0006100155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05774382,"about_ca_topic_score_gemma":0.01242081,"domain_scores_codex":[0.998614,0.0001077367,0.0003744303,0.0002792489,0.0004182932,0.0002063049],"domain_scores_gemma":[0.9984035,0.00001535967,0.001022964,0.0002668694,0.0001458533,0.000145408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001227867,0.001180251,0.2545118,0.006753199,0.0132019,0.00003752348,0.3398639,0.0004114846,0.05320129,0.002203212,0.2680999,0.05930773],"study_design_scores_gemma":[0.01067911,0.001528346,0.1564971,0.01179826,0.005304604,0.00001701256,0.5863337,0.004769642,0.01591918,0.0003807969,0.2036138,0.003158501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742724,0.0003673493,0.0005597609,0.0004741522,0.0005268479,0.002450461,0.001068896,0.00007230958,0.02020784],"genre_scores_gemma":[0.8570683,0.00007287908,0.004683097,0.00002919511,0.0002590846,0.00001436849,0.001268473,0.0001722122,0.1364324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464698,"threshold_uncertainty_score":0.9485307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337028249486832,"score_gpt":0.2768696665923747,"score_spread":0.2534993840975063,"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."}}