{"id":"W3040451143","doi":"10.1111/appy.12400","title":"Interactive mental health assessments for Chinese Canadians: A pilot randomized controlled trial in nurse <scp>practitioner‐led</scp> primary care clinic","year":2020,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tyndale University; University of Toronto; Mount Sinai Hospital; HealthForceOntario; Canadian Mental Health Association; North York General Hospital; York University","funders":"","keywords":"Mental health; Context (archaeology); Anxiety; Medicine; Randomized controlled trial; Nursing; Family medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001085573,0.0006127561,0.002457388,0.0003384501,0.0004171795,0.00009725602,0.0003858258,0.0002169073,0.000481826],"category_scores_gemma":[0.0002025131,0.0005069725,0.0006934301,0.0004787043,0.0001158954,0.0004163335,0.0000344239,0.0006343577,0.0002479782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007758212,"about_ca_system_score_gemma":0.0009673081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214261,"about_ca_topic_score_gemma":0.002595526,"domain_scores_codex":[0.9942985,0.001464452,0.001866498,0.001027023,0.0003896953,0.0009538149],"domain_scores_gemma":[0.9960055,0.001612556,0.001206829,0.0004423026,0.00008215881,0.0006506522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.918643,0.002648822,0.007512526,0.0003111699,0.0008555355,0.00001446852,0.01236651,8.288509e-7,0.000004087349,0.0004309305,0.05497806,0.002234097],"study_design_scores_gemma":[0.9510599,0.003583517,0.003201105,0.0001902982,0.0001505489,0.00000941399,0.03873025,0.00005725754,7.024772e-7,0.0003902602,0.002416621,0.0002100894],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6762481,0.006694219,0.0002671942,0.0265684,0.03559643,0.05162233,0.001458473,0.0003073006,0.2012375],"genre_scores_gemma":[0.9789321,0.0001390348,0.001114923,0.005332465,0.001405421,0.007945532,0.002004884,0.0001024026,0.003023214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302684,"threshold_uncertainty_score":0.9997382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144909454047327,"score_gpt":0.3881226036200706,"score_spread":0.3666735090795973,"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."}}